samet-akcay / ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
MIT License
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ValueError: multiclass format is not supported #46

Open DengMiao55 opened 5 years ago

DengMiao55 commented 5 years ago

Hi,I tried your new update code 。but I got this error

Traceback (most recent call last): File "train.py", line 43, in train() File "train.py", line 40, in train model.train() File "/home/dl/VSST/dm/ganomaly-master/lib/model.py", line 168, in train res = self.test() File "/home/dl/VSST/dm/ganomaly-master/lib/model.py", line 259, in test auc = evaluate(self.gt_labels, self.anscores, metric=self.opt.metric) File "/home/dl/VSST/dm/ganomaly-master/lib/evaluate.py", line 24, in evaluate return roc(labels, scores) File "/home/dl/VSST/dm/ganomaly-master/lib/evaluate.py", line 46, in roc fpr, tpr, = roc_curve(labels, scores) File "/home/dl/anaconda3/envs/pytorch0.4/lib/python3.7/site-packages/sklearn/metrics/ranking.py", line 622, in roc_curve y_true, y_score, pos_label=pos_label, sample_weight=sample_weight) File "/home/dl/anaconda3/envs/pytorch0.4/lib/python3.7/site-packages/sklearn/metrics/ranking.py", line 396, in _binary_clf_curve raise ValueError("{0} format is not supported".format(y_type)) ValueError: multiclass format is not supported

samet-akcay commented 5 years ago

Hi, can you tell me what was the command you run on the terminal to get the error?

DengMiao55 commented 5 years ago

@samet-akcay
python train.py --dataset cifar10 --abnormal_class ariplane when I print the net ,I also find the discriminator‘s structure is not same as the paper。 it lacks the fourth conv 。512。 does it matter?

DengMiao55 commented 5 years ago

@samet-akcay , I find the second question is in skipganomaly . And in skipganoamly,is the discriminator loss right? I think it shouldn't have err_g_lat

JJY0710 commented 5 years ago

@ samet-akcay,我发现第二个问题是skipganomaly。在skippganoamly中,鉴别器损失正确吗?我认为它不应该有err_g_lat Hi,I met the same question in your topic description, can you tell me how you handle this problem about 'multiclass format is not supported'.

Ttt749 commented 4 years ago

Hi, I also meet the same question, Have you fixed it? Can you help me?