beflask/app/results/templates/_table_report.html

{% from "macros.html" import excel_button %}

{% if back %} Back to {{ back_name }} Back to {{ back_name }} {% endif %}

{% if data.duration > 7200 %} {% set unit = "h" %} {% set divider = 3600 %} {% else %} {% set unit = "min" %} {% set divider = 60 %} {% endif %}

Platform	Model	Date	Time	Duration ({{ unit }})	Stratified	Discretized	# Folds
{{ data.platform }}	{{ data.model }} {{ data.version }}	{{ data.date }}	{{ data.time }}	{{ "%.2f" % (data.duration/divider) }}	{{ data.stratified }}	{{ data.discretized }}	{{ data.folds }}
Language	{{ data.language }} {{ data.language_version }}			Seeds	{{ data.seeds }}

{{ excel_button([ file ]) }}

{% for item in data.results %} {% endfor %}

Dataset	Samples	Features	Classes	{{ app_config.nodes }}	{{ app_config.leaves }}	{{ app_config.depth }}	{{ data.score_name|capitalize }}		Time	Hyperparameters
{{ item.dataset }}	{{ '{:,}'.format(item.samples) }}	{{"%d" % item.features }}	{{"%d" % item.classes }}	{{ '{:,.2f}'.format(item.nodes|float) }}	{{ '{:,.2f}'.format(item.leaves|float) }}	{{ '{:,.2f}'.format(item.depth|float) }}	{{"%.6f±%.4f" % (item.score, item.score_std)}}	{{ item.symbol|safe }}	{{"%.6f±%.4f" % (item.time, item.time_std)}}	{{ item.hyperparameters }}

{% if summary|length > 0 %}

{% for key, value in summary.items() %} {% endfor %}

Symbol	Meaning	Count
{{ key }}	{{ value[0] }}	{{ '{:,}'.format(value[1]) }}

{% endif %} Total score: {{ "%.6f" % (data.results | sum(attribute="score") ) }} Number of files: {{ data.results | length }}