ORIGINAL

 predicted_labels = np.array(predicted_labels)
Fraction 0/10 - KL Argmax: 0.007410, KL Prob: 0.003804, Accuracy: 0.8000
Fraction 1/10 - KL Argmax: 0.004461, KL Prob: 0.004279, Accuracy: 0.7100
Fraction 2/10 - KL Argmax: 0.018280, KL Prob: 0.009927, Accuracy: 0.6400
Fraction 3/10 - KL Argmax: 0.015368, KL Prob: 0.013153, Accuracy: 0.5600
Fraction 4/10 - KL Argmax: 0.007188, KL Prob: 0.005137, Accuracy: 0.5600
Fraction 5/10 - KL Argmax: 0.011392, KL Prob: 0.011968, Accuracy: 0.5100
Fraction 6/10 - KL Argmax: 0.017151, KL Prob: 0.013258, Accuracy: 0.4300
Fraction 7/10 - KL Argmax: 0.044289, KL Prob: 0.023552, Accuracy: 0.4700
Fraction 8/10 - KL Argmax: 0.011489, KL Prob: 0.008060, Accuracy: 0.3900
Fraction 9/10 - KL Argmax: 0.017249, KL Prob: 0.019020, Accuracy: 0.2600
  KL (prob): 0.011216
  KL (argmax): 0.015428
  Average accuracy: 0.5330



MCAL CE

Fraction 0/10 - KL Argmax: 0.001977, KL Prob: 0.000100, Accuracy: 0.8300
Fraction 1/10 - KL Argmax: 0.001977, KL Prob: 0.000704, Accuracy: 0.7000
Fraction 2/10 - KL Argmax: 0.005017, KL Prob: 0.001300, Accuracy: 0.6300
Fraction 3/10 - KL Argmax: 0.004563, KL Prob: 0.001469, Accuracy: 0.5800
Fraction 4/10 - KL Argmax: 0.002504, KL Prob: 0.000117, Accuracy: 0.5800
Fraction 5/10 - KL Argmax: 0.013882, KL Prob: 0.000003, Accuracy: 0.5200
Fraction 6/10 - KL Argmax: 0.026869, KL Prob: 0.000269, Accuracy: 0.4900
Fraction 7/10 - KL Argmax: 0.031695, KL Prob: 0.000027, Accuracy: 0.4900
Fraction 8/10 - KL Argmax: 0.068599, KL Prob: 0.000005, Accuracy: 0.4600
Fraction 9/10 - KL Argmax: 0.001000, KL Prob: 0.000274, Accuracy: 0.3800
  KL (prob): 0.000427
  KL (argmax): 0.015808
  Average accuracy: 0.5660




MCAL OG


Applying mcal transform...
Training MCal calibrators: 100%|█████████| 10/10 [00:13<00:00,  1.38s/it]
Applying MCal calibration: 100%|███████| 10/10 [00:00<00:00, 5606.61it/s]
Fraction 0/10 - KL Argmax: 0.000000, KL Prob: 0.010538, Accuracy: 0.8200
Fraction 1/10 - KL Argmax: 0.000500, KL Prob: 0.001965, Accuracy: 0.6700
Fraction 2/10 - KL Argmax: 0.000000, KL Prob: 0.004487, Accuracy: 0.6400
Fraction 3/10 - KL Argmax: 0.000500, KL Prob: 0.003263, Accuracy: 0.6200
Fraction 4/10 - KL Argmax: 0.000500, KL Prob: 0.002815, Accuracy: 0.5300
Fraction 5/10 - KL Argmax: 0.000500, KL Prob: 0.001824, Accuracy: 0.5200
Fraction 6/10 - KL Argmax: 0.000500, KL Prob: 0.001580, Accuracy: 0.4600
Fraction 7/10 - KL Argmax: 0.000500, KL Prob: 0.001121, Accuracy: 0.4300
Fraction 8/10 - KL Argmax: 0.000500, KL Prob: 0.001632, Accuracy: 0.4000
Fraction 9/10 - KL Argmax: 0.000500, KL Prob: 0.003381, Accuracy: 0.3300
  KL (prob): 0.003261
  KL (argmax): 0.000400
  Average accuracy: 0.5420