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Change summary tolower
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23
src/summary.py
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23
src/summary.py
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from Results import Summary
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summary = Summary()
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summary.acquire()
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for metric in ["accuracy", "f1-macro", "f1-micro"]:
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for model in ["STree", "ODTE"]:
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title = f"BEST RESULT of {metric} for {model}"
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best = summary.best_result(
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criterion="model", value=model, score=metric
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)
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summary.show_result(data=best, title=title) if best != {} else print(
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"No best result for {} {}".format(model, metric)
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)
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summary.show_result(
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summary.best_result(score="accuracy"), title="BEST RESULT accuracy"
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)
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summary.show_result(
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summary.best_result(score="f1-macro"), title="BEST RESULT f1_macro"
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)
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summary.show_result(
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summary.best_result(score="f1-micro"), title="BEST RESULT f1_micro"
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)
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