Run
10228070

Run 10228070

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

torch.nn.modules.container.Sequential.97fd07a0938b68ad(1)Automatically created pytorch flow.
torch.nn.modules.linear.Linear.dbeb154f55cd4bb5(1)_in_features20
torch.nn.modules.linear.Linear.dbeb154f55cd4bb5(1)_out_features1024
torch.nn.modules.activation.ReLU.c77a53772a027728(1)_inplacefalse
torch.nn.modules.dropout.Dropout.4c1ab6697adccac0(1)_inplacefalse
torch.nn.modules.dropout.Dropout.4c1ab6697adccac0(1)_p0.33
torch.nn.modules.linear.Linear.f86d8078c67d9dd(1)_in_features1024
torch.nn.modules.linear.Linear.f86d8078c67d9dd(1)_out_features1024
torch.nn.modules.activation.ReLU.959c1dd32ba4d8d7(1)_inplacefalse
torch.nn.modules.dropout.Dropout.dd27e2ea42ab5f1(1)_inplacefalse
torch.nn.modules.dropout.Dropout.dd27e2ea42ab5f1(1)_p0.33
torch.nn.modules.linear.Linear.d5b12fa919345620(1)_in_features1024
torch.nn.modules.linear.Linear.d5b12fa919345620(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
0.4949 ± 0.0079
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-832.9604 ± 3.561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.699 ± 0.0115
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
0.3
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.3
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6637 ± 0.0274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8359 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8242 ± 0.0153
Cross-validation details (10-fold Crossvalidation)