I have a dataset with a binary outcome - 0 if disease is absent and 1 if disease is present
I have a CNN implemented but returns AUROC for each of the 14 diseases. i want to extract the predicted value for each of the study – to output
study | Truth | Predict
1        | 0       | 0.08

My question is on how to interpret the probabilities – when should i say that the machine was correct or incorrect
Here is an example of the output from one study
[ 0.09663379  0.36627278  0.03541835  0.08720721  0.02466215  0.04100307
   0.02745389  0.05987659  0.07339925  0.13602285  0.06774765  0.00617875
   0.02206573  0.03071797]

The ground truth in this case would be
0.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.

meaning that this study is normal
How can i extract True positive | TN | FP | FN