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Updated Labeled and Inferred Stacked Bars #158

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Updated Labeled and Inferred Stacked Bars #158

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9 changes: 4 additions & 5 deletions viz_scripts/scaffolding.py
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Original file line number Diff line number Diff line change
Expand Up @@ -161,15 +161,14 @@ def _select_max_label(row):
if row['user_input']:
return row['user_input']
max_entry = max(row['inferred_labels'], key=lambda x: x['p'])
return max_entry['labels'] if max_entry['p'] > row['confidence_threshold'] else {
'mode_confirm': 'uncertain'
}
# Look up for the 'p' value > 90%
return max_entry['labels'] if (max_entry['p'] > .90) else {}

labeled_inferred_labels = labeled_inferred_ct.apply(_select_max_label, axis=1).apply(pd.Series)
disp.display(labeled_inferred_labels.head())
expanded_labeled_inferred_ct = pd.concat([labeled_inferred_ct, labeled_inferred_labels], axis=1)
# Filter out the dataframe in which mode_confirm is uncertain
expanded_labeled_inferred_ct = expanded_labeled_inferred_ct[(expanded_labeled_inferred_ct['mode_confirm'] != 'uncertain')]
# Filter out the dataframe
expanded_labeled_inferred_ct.dropna('index', how='all', inplace=True)
disp.display(expanded_labeled_inferred_ct.head())
return expanded_labeled_inferred_ct

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