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Build error
Refactor ISCO hierarchy creation and update metric calculation***
Browse files- metric_template_1.py +4 -7
metric_template_1.py
CHANGED
@@ -94,10 +94,8 @@ class MetricTemplate1(evaluate.Metric):
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# Download and prepare the ISCO structure csv file
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isco_csv = dl_manager.download_and_extract(ISCO_CSV_URL)
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isco_json = dl_manager.download_and_extract(ISCO_JSON_URL)
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print(f"ISCO CSV file downloaded")
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self.isco_hierarchy = isco.create_hierarchy_tree(isco_json)
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print("ISCO hierarchy dictionary created")
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print(self.isco_hierarchy)
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@@ -119,11 +117,10 @@ class MetricTemplate1(evaluate.Metric):
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# true_labels = [{'G'}]
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# predicted_labels = [{'F'}]
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hierarchy = self.isco_hierarchy
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references, predictions, tree, code_to_node
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)
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print(
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f"Hierarchical Precision: {hP}, Hierarchical Recall: {hR}, Hierarchical F-measure: {hF}"
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)
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# Download and prepare the ISCO structure csv file
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isco_csv = dl_manager.download_and_extract(ISCO_CSV_URL)
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print(f"ISCO CSV file downloaded")
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self.isco_hierarchy = isco.create_hierarchy_dict(isco_csv)
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print("ISCO hierarchy dictionary created")
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print(self.isco_hierarchy)
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# true_labels = [{'G'}]
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# predicted_labels = [{'F'}]
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hierarchy = self.isco_hierarchy
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hP, hR = ham.calculate_hierarchical_precision_recall(
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references, predictions, hierarchy
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)
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hF = ham.hierarchical_f_measure(hP, hR)
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print(
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f"Hierarchical Precision: {hP}, Hierarchical Recall: {hR}, Hierarchical F-measure: {hF}"
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)
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