General Information
{% if run.selection_method %} The feature selection method applied was {{ run.selection_method }} which reduced the number of columns from {{ run.features|wordcount }} to {{ run.selected_features|wordcount }} features. {% else %} No feature selection method was applied and the models ran with {{ run.selected_features|wordcount }} features. {% endif %}
{% if run.filter %} The filter {{ run.filter }} was applied to the dataset and the {{ run.n_train }} rows were used to train the model and {{ run.n_test }} were used to validate the models. The split is stratified by number the response variable. {% else %} No filter was applied to the dataset and the {{ run.datastats.n_train }} records were used to train the model and {{ run.n_test }} were used to validate the models. {% if problem_type == 'classification' %}The split is stratified by the response variable.{% endif %} {% endif %}
{% if run.oversampling %} Oversampling was applied to the unbalanced dataset. {% endif %}