|
{ |
|
"epoch": 3.0, |
|
"test_DNA": { |
|
"f1": 0.7335834896810508, |
|
"number": 1042, |
|
"precision": 0.7174311926605504, |
|
"recall": 0.7504798464491362 |
|
}, |
|
"test_RNA": { |
|
"f1": 0.7317073170731708, |
|
"number": 117, |
|
"precision": 0.6976744186046512, |
|
"recall": 0.7692307692307693 |
|
}, |
|
"test_cell_line": { |
|
"f1": 0.637037037037037, |
|
"number": 490, |
|
"precision": 0.5830508474576271, |
|
"recall": 0.7020408163265306 |
|
}, |
|
"test_cell_type": { |
|
"f1": 0.7778709136630344, |
|
"number": 1886, |
|
"precision": 0.822209096278795, |
|
"recall": 0.7380699893955461 |
|
}, |
|
"test_loss": 0.018414407968521118, |
|
"test_overall_accuracy": 0.9409976933662004, |
|
"test_overall_f1": 0.7620637836032726, |
|
"test_overall_precision": 0.7289958470876371, |
|
"test_overall_recall": 0.7982742537313433, |
|
"test_protein": { |
|
"f1": 0.77548032936871, |
|
"number": 5041, |
|
"precision": 0.7196467991169978, |
|
"recall": 0.8407062090854989 |
|
}, |
|
"test_runtime": 29.542, |
|
"test_samples_per_second": 166.712, |
|
"test_steps_per_second": 5.213 |
|
} |