Seleção de Características

Vetor de Características

{% load dashboard_extras %} {% load dashboard_extras %}
Melhor vetor{{ task.result.best_features_vector }}
Quantidade selecionada{{ task.result.number_of_features }}

Acurácia

{% if task.task_kwargs.executions > 1 %} {% endif %}
Melhor valor {{ task.result.best_acc|floatformat:3 }}
Pior valor {{ task.result.min_acc|floatformat:3 }}
Valor médio {{ task.result.avg_acc|floatformat:3 }}
Desvio padrão {{ task.result.stdev_acc|floatformat:3 }}

Precision

{% if task.task_kwargs.executions == 1 %} {% else %} {% endif %}
Valor {% for p in task.result.precision %}
Classe {{forloop.counter}}: {{ p|floatformat:3 }}
{% endfor %}
Valor médio {% for p in task.result.precision %}
Classe {{forloop.counter}}: {{ p|floatformat:3 }}
{% endfor %}
Desvio Padrão {% for f in task.result.stdev_precision %}
Classe {{forloop.counter}}: {{ f|floatformat:3 }}
{% endfor %}

Recall

{% if task.task_kwargs.executions == 1 %} {% else %} {% endif %}
Valor {% for rec in task.result.recall %}
Classe {{forloop.counter}}: {{ rec|floatformat:3 }}
{% endfor %}
Valor médio {% for rec in task.result.recall %}
Classe {{forloop.counter}}: {{ rec|floatformat:3 }}
{% endfor %}
Desvio Padrão {% for r in task.result.stdev_recall %}
Classe {{forloop.counter}}: {{ r|floatformat:3 }}
{% endfor %}

F1-Score

{% if task.task_kwargs.executions == 1 %} {% else %} {% endif %}
Valor {% for f in task.result.f1_score %}
Classe {{forloop.counter}}: {{ f|floatformat:3 }}
{% endfor %}
Valor médio {% for f in task.result.f1_score %}
Classe {{forloop.counter}}: {{ f|floatformat:3 }}
{% endfor %}
Desvio Padrão {% for f in task.result.stdev_f1_score %}
Classe {{forloop.counter}}: {{ f|floatformat:3 }}
{% endfor %}