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pil example f1 (snippet)

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Python pil example 'f1'

python f1

Python pil example: f1

    tp = total - fp - fn
    beta = 10

    f1_score = float(((1 + beta**2) * tp)) / ((1 + beta**2)*tp + beta**2 * fn + fp)
    if(1 - f1_score < min):
        min = 1 - f1_score
        #print(the min state)
        print(state)



    return {
        'loss': 1-f1_score,
        'status': STATUS_OK,
        'eval_time':time.time()
    }