Update test cases for hierarchical metrics
Browse files
tests.py
CHANGED
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@@ -27,6 +27,54 @@ test_cases = [
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"hierarchical_fmeasure": 0.588235294117647,
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},
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},
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]
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"hierarchical_fmeasure": 0.588235294117647,
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},
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},
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{
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"references": ["1111"],
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"predictions": ["1111"],
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"result": {
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"accuracy": 1.0,
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"hierarchical_precision": 1.0,
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"hierarchical_recall": 1.0,
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"hierarchical_fmeasure": 1.0,
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},
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},
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{
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"references": ["1111"],
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"predictions": ["1112"],
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"result": {
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"accuracy": 0.0,
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"hierarchical_precision": 0.75,
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"hierarchical_recall": 0.75,
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"hierarchical_fmeasure": 0.75,
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},
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},
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{
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"references": ["1111"],
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"predictions": ["1120"],
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"result": {
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"accuracy": 0.0,
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"hierarchical_precision": 0.5,
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"hierarchical_recall": 0.5,
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"hierarchical_fmeasure": 0.5,
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},
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},
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{
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"references": ["1111"],
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"predictions": ["1211"],
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"result": {
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"accuracy": 0.0,
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"hierarchical_precision": 0.25,
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"hierarchical_recall": 0.25,
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"hierarchical_fmeasure": 0.25,
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},
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},
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{
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"references": ["1111", "1111", "1111", "1111"],
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"predictions": ["1111", "1112", "1120", "1211"],
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"result": {
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"accuracy": 0.25,
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"hierarchical_precision": 1.0,
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"hierarchical_recall": 0.4,
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"hierarchical_fmeasure": 0.5714285714285715,
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},
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},
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]
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