Run
10228068

Run 10228068

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

torch.nn.modules.container.Sequential.4a4c67e5a1a9b600(1)Automatically created pytorch flow.
torch.nn.modules.linear.Linear.530fc1dc38ddfb3(1)_in_features20
torch.nn.modules.linear.Linear.530fc1dc38ddfb3(1)_out_features1024
torch.nn.modules.activation.ReLU.7552332eece684e5(1)_inplacefalse
torch.nn.modules.dropout.Dropout.ca9a81e194d85291(1)_inplacefalse
torch.nn.modules.dropout.Dropout.ca9a81e194d85291(1)_p0.33
torch.nn.modules.linear.Linear.d5b08e91f002bdfa(1)_in_features1024
torch.nn.modules.linear.Linear.d5b08e91f002bdfa(1)_out_features1024
torch.nn.modules.activation.ReLU.12047dd142fdf3da(1)_inplacefalse
torch.nn.modules.dropout.Dropout.8409bfbb4f97617a(1)_inplacefalse
torch.nn.modules.dropout.Dropout.8409bfbb4f97617a(1)_p0.33
torch.nn.modules.linear.Linear.ae77c786e26193cf(1)_in_features1024
torch.nn.modules.linear.Linear.ae77c786e26193cf(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
0.5599 ± 0.0577
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1537.508 ± 0.8355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4987 ± 0.003
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
1.1869 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7043 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.537 ± 0.0051
Cross-validation details (10-fold Crossvalidation)