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- 1/32 [..............................] - ETA: 0s - loss: 0.5075
- 12/32 [==========>...................] - ETA: 0s - loss: 0.5112
- 27/32 [========================>.....] - ETA: 0s - loss: 0.4700
- 32/32 [==============================] - 0s 4ms/step - loss: 0.4805
- eval run time : 0.046851396560668945
- For LOOCV run 2 out of 32. Model is SNN. Time taken for instance = 6.077638149261475
- Post-training results:
- acc = 1.0 , ce = 0.6019332906978302 , f1 score = 1.0 , mcc = 0.0
- cm =
- [[1]]
- ####################################################################################################
- Process finished with exit code -1073741819 (0xC0000005)
- # Run DNN
- print('Point 1')
- model = DNN_classifer(hparams, ss_fl)
- print('Point 2')
- model.train_model(ss_fl)
- print('Point 3')
- predicted_labels, acc, ce, cm, f1s, mcc = model.eval(i_ss_fl)
- predicted_labels_store.extend(predicted_labels)
- acc_store.append(acc)
- ce_store.append(ce)
- f1s_store.append(f1s)
- mcc_store.append(mcc)
- del model
- K.clear_session()
- For LOOCV run 4 out of 32. Model is cDNN. Time taken for instance = 0.7919328212738037
- Post-training results:
- acc = 0.0 , ce = 0.7419472336769104 , f1 score = 0.0 , mcc = 0.0
- cm =
- [[0 1]
- [0 0]]
- ####################################################################################################
- Point 1
- Point 2
- Process finished with exit code -1073741819 (0xC0000005)
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