Run
10228072

Run 10228072

Task 31 (Supervised Classification) credit-g Uploaded 16-05-2019 by Adrian-Stefan Mares
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Flow

torch.nn.modules.container.Sequential.e4e0b8dfc349642a(1)Automatically created pytorch flow.
torch.nn.modules.linear.Linear.1c5cc7d229e64861(1)_in_features20
torch.nn.modules.linear.Linear.1c5cc7d229e64861(1)_out_features1024
torch.nn.modules.activation.ReLU.c95ef380e172784d(1)_inplacefalse
torch.nn.modules.dropout.Dropout.aa4aec833af468d5(1)_inplacefalse
torch.nn.modules.dropout.Dropout.aa4aec833af468d5(1)_p0.7
torch.nn.modules.linear.Linear.fe100ec146c5c5db(1)_in_features1024
torch.nn.modules.linear.Linear.fe100ec146c5c5db(1)_out_features1024
torch.nn.modules.activation.ReLU.5e61d23f49fa2652(1)_inplacefalse
torch.nn.modules.dropout.Dropout.eb2659bd2fe07f61(1)_inplacefalse
torch.nn.modules.dropout.Dropout.eb2659bd2fe07f61(1)_p0.5
torch.nn.modules.linear.Linear.9245886c2a2aecb3(1)_in_features1024
torch.nn.modules.linear.Linear.9245886c2a2aecb3(1)_out_features2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

15 Evaluation measures

Area under ROC curve
0.5019 ± 0.0097
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
233.7985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1952
Cross-validation details (10-fold Crossvalidation)