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JDACS4C-IMPROVE / DrugCell

A visible neural network model for drug response prediction
MIT License
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Removed redundant variable assignments, causing string extension #29

Closed wilke closed 11 months ago

wilke commented 11 months ago

closes #28

Command: sh DrugCell/train.sh 1 DrugCell/tmp --epochs 1 Status: OK

Output:

INFO:DrugCell:== Epoch [0/1] ==
INFO:DrugCell:   **** TRAINING ****   Epoch [1/1], loss: 31.31487. This took 34.9 secs.
INFO:DrugCell:   **** TEST ****   Epoch [1/1], loss: 766.21169. This took 39.8 secs.
Best performed model (epoch)    0
{'test_loss': 766.2116885185242, 'test_pcc': nan, 'test_MSE': 0.8518998026847839, 'test_r2': -17.928861618041992, 'test_scc': 1.0, 'IMPROVE RESULT': 0.8518998026847839}

IMPROVE_RESULT MSE:     0.8518998026847839