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easadler/macro_auc.py

Created April 3, 2019 21:21
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Macro-average example with tf.metrics
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macro_auc.py
import tensorflow as tf
aucs = [tf.metrics.auc(labels[:, i], probabilities[:, i], weights=weights[:, i])
for i in range(tasks)]
macro_auc = tf.metrics.mean([m[1] for m in aucs],
name='macro_auc')
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