Doctorado-ML/beflask
1
0
Fork 0
mirror of https://github.com/Doctorado-ML/beflask.git synced 2025-08-16 23:55:52 +00:00
Code Issues Packages Projects Releases Wiki Activity

Add fields to dataset table report

Browse Source
This commit is contained in:
Ricardo Montañana Gómez
2023-06-07 16:59:30 +02:00
parent 61d76a8651
commit 13af6b83d4
11 changed files with 120 additions and 61 deletions
Download Patch File Download Diff File Expand all files Collapse all files

76
app/results/templates/_table_dataset.html Normal file
View File

@@ -0,0 +1,76 @@
<table id="report-table"
class="table table-striped table-hover table-bordered bg-light"
data-toggle="table"
data-sticky-header="true"
data-sticky-header-offset-y="50"
data-sortable="true">
<thead>
<tr class="bg-primary text-white">
<th class="text-center" data-field="model" data-sortable="true">Model</th>
<th class="text-center" data-field="metric" data-sortable="true">Metric</th>
<th class="text-center" data-field="platform" data-sortable="true">Platform</th>
<th class="text-center" data-field="stratified" data-sortable="true">Stratified</th>
<th class="text-center"
data-field="samples"
data-sortable="true"
data-sorter="remove_dot">Samples</th>
<th class="text-center"
data-field="features"
data-sortable="true"
data-sorter="remove_dot">Features</th>
<th class="text-center"
data-field="classes"
data-sortable="true"
data-sorter="remove_dot">Classes</th>
<th class="text-center"
data-field="nodes"
data-sortable="true"
data-sorter="remove_dot">{{ app_config.nodes }}</th>
<th class="text-center"
data-field="leaves"
data-sortable="true"
data-sorter="remove_dot">{{ app_config.leaves }}</th>
<th class="text-center"
data-field="depth"
data-sortable="true"
data-sorter="remove_dot">{{ app_config.depth }}</th>
<th class="text-center"
data-field="score"
data-sortable="true"
data-sorter="remove_plus">Score</th>
<th class="text-center"
data-field="time"
data-sortable="true"
data-sorter="remove_plus">Time</th>
<th class="text-center" data-field="hyperparameters" data-sortable="true">Hyperparameters</th>
<th></th>
</tr>
</thead>
<tbody>
{% for file_name, item in results.items() %}
{% set parts = file_name.split('_') %}
{% set stratified = parts[6].split('.')[0] %}
<tr>
<td class="text-left">{{ parts[2] }}</td>
<td class="text-center">{{ parts[1] }}</td>
<td class="text-center">{{ parts[3] }}</td>
<td class="text-center">{{ 'True' if stratified =='1' else 'False' }}</td>
<td class="text-end">{{ '{:,}'.format(item.samples) }}</td>
<td class="text-end">{{"%d" % item.features }}</td>
<td class="text-end">{{"%d" % item.classes }}</td>
<td class="text-end">{{ '{:,.2f}'.format(item.nodes) }}</td>
<td class="text-end">{{ '{:,}'.format(item.leaves) }}</td>
<td class="text-end">{{ '{:,}'.format(item.depth) }}</td>
<td class="text-end">{{"%.6f±%.4f" % (item.score, item.score_std)}}</td>
<td class="text-end">{{"%.6f±%.4f" % (item.time, item.time_std)}}</td>
<td class="text-left">{{ item.hyperparameters }}</td>
<td class="text-center">
<button class="btn btn-primary btn-small"
onclick='location.href="{{ url_for("results.report", file_name=file_name) }}?url={{ url }}&url_name={{ dataset_name }} Results"'>
<i class="mdi mdi-table-eye"></i>
</button>
</td>
</tr>
{% endfor %}
</tbody>
</table>