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38 lines
1015 B
Python
38 lines
1015 B
Python
from typing import List
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from promptflow.core import tool
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from promptflow.core import log_metric
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@tool
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def accuracy_aggregate(processed_results: List[int]):
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num_exception = 0
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num_correct = 0
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for i in range(len(processed_results)):
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if processed_results[i] == -1:
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num_exception += 1
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elif processed_results[i] == 1:
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num_correct += 1
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num_total = len(processed_results)
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accuracy = round(1.0 * num_correct / num_total, 2)
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error_rate = round(1.0 * num_exception / num_total, 2)
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log_metric(key="accuracy", value=accuracy)
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log_metric(key="error_rate", value=error_rate)
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return {
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"num_total": num_total,
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"num_correct": num_correct,
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"num_exception": num_exception,
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"accuracy": accuracy,
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"error_rate": error_rate
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}
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if __name__ == "__main__":
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numbers = [1, 1, 1, 1, 0, -1, -1]
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accuracy = accuracy_aggregate(numbers)
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print("The accuracy is", accuracy)
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