General Information
{% if run.selection_method %}
The feature selection method applied was {{ model.run.selection_method }} which reduced the number of columns from
{{ model.run.features|wordcount }}
to
{{ model.run.selected_features|wordcount }}
features.
{% else %}
No feature selection method was applied and the models ran with
{{ model.run.selected_features|wordcount }}
features.
{% endif %}
{% if model.run.filter %}
The filter {{ model.run.filter }} was applied to the dataset and the {{ model.run.n_train }}
rows were used to train the model and {{ model.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 model.run.oversampling %}
Oversampling was applied to the unbalanced dataset.
{% endif %}
This model started at {{ model.started_at }} and finished at {{ model.finished_at }}. Other models with the same setup can be found here.