# -*- coding: utf-8 -*-
"""
@author: Chenglong Chen <c.chenglong@gmail.com>
@brief: one feature conf

Generated by
python get_feature_conf_nonlinear.py -d 5 -o feature_conf_nonlinear_201604210409.py

Format:
FEATURE_NAME : (MANDATORY, TRANSFORM)

"""

import config
from feature_transformer import SimpleTransform, ColumnSelector

LSA_COLUMNS = range(5)

feature_dict = {

"AttrBulletCount_product_attribute_list_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"AttrBulletRatio_product_attribute_list_1D" : (False, SimpleTransform()),
"AttrCount_product_attribute_list_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"AttrHasIndoorOutdoor_product_attribute_list_1D" : (False, SimpleTransform()),
"AttrHasProductDepth_product_attribute_list_1D" : (False, SimpleTransform()),
"AttrHasProductHeight_product_attribute_list_1D" : (False, SimpleTransform()),
"AttrHasProductLength_product_attribute_list_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"AttrHasProductWidth_product_attribute_list_1D" : (False, SimpleTransform()),
"AttrNonBulletCount_product_attribute_list_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"AttrNonBulletRatio_product_attribute_list_1D" : (False, SimpleTransform()),
"CharDistribution_CosineSim_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"CharDistribution_CosineSim_search_term_x_product_description_1D" : (False, SimpleTransform()),
"CharDistribution_CosineSim_search_term_x_product_title_1D" : (False, SimpleTransform()),
"CharDistribution_KL_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"CharDistribution_KL_search_term_x_product_description_1D" : (False, SimpleTransform()),
"CharDistribution_KL_search_term_x_product_title_1D" : (False, SimpleTransform()),
"CooccurrenceCount_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceCount_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"CooccurrenceRatio_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"CooccurrenceRatio_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"DigitCount_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DigitCount_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DigitCount_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DigitCount_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DigitRatio_product_attribute_1D" : (False, SimpleTransform()),
"DigitRatio_product_description_1D" : (False, SimpleTransform()),
"DigitRatio_product_title_1D" : (False, SimpleTransform()),
"DigitRatio_search_term_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_CosineSim_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_CosineSim_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_CosineSim_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_CosineSim_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_CosineSim_search_term_x_product_title_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_RMSE_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_RMSE_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_RMSE_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_RMSE_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Doc2Vec_Homedepot_D100_RMSE_search_term_x_product_title_1D" : (False, SimpleTransform()),
"DocEntropy_product_attribute_1D" : (False, SimpleTransform()),
"DocEntropy_product_description_1D" : (False, SimpleTransform()),
"DocEntropy_product_title_1D" : (False, SimpleTransform()),
"DocEntropy_search_term_1D" : (False, SimpleTransform()),
"DocFreq_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DocFreq_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DocFreq_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DocFreq_product_uid_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DocFreq_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DocIdEcho_product_uid_1D" : (True, SimpleTransform()),
"DocId_product_brand_1D" : (True, SimpleTransform()),
"DocId_product_color_1D" : (True, SimpleTransform()),
"DocId_product_title_1D" : (True, SimpleTransform()),
"DocId_search_term_1D" : (True, SimpleTransform()),
"DocLen_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DocLen_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"DocLen_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"EditDistance_Bigram_Max_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Max_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Mean_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Bigram_Min_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Max_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Mean_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Trigram_Min_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Max_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Max_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Mean_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Mean_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Min_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Min_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Std_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Std_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Max_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Max_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Max_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Mean_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Mean_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Min_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Min_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Std_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Std_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Mean_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Max_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Max_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Mean_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Mean_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Min_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Min_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Std_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Std_search_term_x_product_color_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"EditDistance_Unigram_Min_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"FirstIntersectCount_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectCount_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"FirstIntersectRatio_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"FirstIntersectRatio_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"IntersectCount_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectCount_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectNormPosition_Bigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Bigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Trigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_product_color_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_search_term_x_product_color_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_product_color_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_search_term_x_product_color_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_product_color_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_search_term_x_product_color_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_product_color_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_search_term_x_product_color_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectNormPosition_Unigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectPosition_Bigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Bigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Trigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectPosition_Unigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"IntersectRatio_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectRatio_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectRatio_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"IntersectRatio_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"IsIndoorOutdoorMatch_search_term_x_product_attribute_list_1D" : (False, SimpleTransform()),
"JaccardCoef_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"JaccardCoef_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"JaccardCoef_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"JaccardCoef_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"JaccardCoef_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"JaccardCoef_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"JaccardCoef_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"JaccardCoef_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"JaccardCoef_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"JaccardCoef_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"JaccardCoef_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform()),
"JaccardCoef_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"JaccardCoef_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"JaccardCoef_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"LSA100_Char_Fourgram_CosineSim_search_term_x_product_attribute_1D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Char_Fourgram_CosineSim_search_term_x_product_description_1D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Char_Fourgram_CosineSim_search_term_x_product_title_1D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Char_Fourgram_product_description_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Char_Fourgram_product_title_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Char_Fourgram_search_term_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Obs_Bigram_Target_Bigram_Cooc_search_term_x_product_title_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Obs_Bigram_Target_Unigram_Cooc_search_term_x_product_title_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Obs_Unigram_Target_Bigram_Cooc_search_term_x_product_title_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Obs_Unigram_Target_Unigram_Cooc_search_term_x_product_title_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Trigram_CosineSim_search_term_x_product_attribute_1D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Trigram_CosineSim_search_term_x_product_description_1D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Trigram_CosineSim_search_term_x_product_title_1D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Trigram_product_description_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Trigram_product_title_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LSA100_Word_Trigram_search_term_100D" : (False, ColumnSelector(LSA_COLUMNS)),
"LastIntersectCount_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectCount_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"LastIntersectRatio_Bigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Bigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Trigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_product_color_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_product_description_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_product_title_x_search_term_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_search_term_x_product_color_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_search_term_x_product_description_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_search_term_x_product_title_1D" : (False, SimpleTransform()),
"LastIntersectRatio_Unigram_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"LongestMatchRatio_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"LongestMatchRatio_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"LongestMatchRatio_search_term_x_product_color_1D" : (False, SimpleTransform()),
"LongestMatchRatio_search_term_x_product_description_1D" : (False, SimpleTransform()),
"LongestMatchRatio_search_term_x_product_title_1D" : (False, SimpleTransform()),
"LongestMatchRatio_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"MatchAttrCount_search_term_x_product_attribute_list_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"MatchAttrRatio_search_term_x_product_attribute_list_1D" : (False, SimpleTransform()),
"MatchQueryCount_search_term_x_product_attribute_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"MatchQueryCount_search_term_x_product_brand_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"MatchQueryCount_search_term_x_product_color_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"MatchQueryCount_search_term_x_product_description_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"MatchQueryCount_search_term_x_product_title_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"MatchQueryCount_search_term_x_product_title_product_name_1D" : (False, SimpleTransform(config.COUNT_TRANSFORM)),
"MatchQueryRatio_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"MatchQueryRatio_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"MatchQueryRatio_search_term_x_product_color_1D" : (False, SimpleTransform()),
"MatchQueryRatio_search_term_x_product_description_1D" : (False, SimpleTransform()),
"MatchQueryRatio_search_term_x_product_title_1D" : (False, SimpleTransform()),
"MatchQueryRatio_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"ProductUidDummy1_product_uid_1D" : (True, SimpleTransform()),
"ProductUidDummy2_product_uid_1D" : (True, SimpleTransform()),
"QueryQuality_lemmatized_x_stemmed_1D" : (False, SimpleTransform()),
"QueryQuality_raw_x_lemmatized_1D" : (False, SimpleTransform()),
"QueryQuality_raw_x_stemmed_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Bigram_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Trigram_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_product_color_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_search_term_x_product_color_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_product_color_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_search_term_x_product_color_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_product_color_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_search_term_x_product_color_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_product_color_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_search_term_x_product_color_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocBM25_Unigram_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Bigram_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Mean_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Min_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Trigram_Std_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_product_color_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_search_term_x_product_color_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_search_term_x_product_description_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Max_search_term_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_product_attribute_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_product_brand_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_product_color_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_product_description_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_product_title_product_name_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_product_title_x_search_term_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_search_term_product_name_x_product_title_product_name_1D" : (False, SimpleTransform()),
"StatCoocTFIDF_Unigram_Mean_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
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"Word2Vec_Wikipedia_D300_CosineSim_Min_Mean_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Mean_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Mean_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Min_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Min_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Min_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Min_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Std_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Std_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Std_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Std_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_CosineSim_Min_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_Importance_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_Importance_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_Importance_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_Importance_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_Importance_search_term_x_product_title_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_Imp_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_Imp_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_Imp_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_Imp_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_Imp_search_term_x_product_title_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_search_term_x_product_attribute_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_search_term_x_product_brand_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_search_term_x_product_color_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_search_term_x_product_description_1D" : (False, SimpleTransform()),
"Word2Vec_Wikipedia_D300_N_Similarity_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Max_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Max_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Max_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Max_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Mean_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Mean_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Mean_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Mean_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Min_Max_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Min_Mean_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Min_Min_search_term_x_product_title_1D" : (False, SimpleTransform()),
"WordNet_Path_Similarity_Min_Std_search_term_x_product_title_1D" : (False, SimpleTransform()),
"GroupRelevance_Size_search_term_1D" : (True, SimpleTransform()),
}
