Run
10228071

Run 10228071

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

torch.nn.modules.container.Sequential.deae6f7be86bc03a(1)Automatically created pytorch flow.
torch.nn.modules.linear.Linear.c2b9c9c0989f0646(1)_in_features20
torch.nn.modules.linear.Linear.c2b9c9c0989f0646(1)_out_features1024
torch.nn.modules.activation.ReLU.fc0aa2b6fa6142bd(1)_inplacefalse
torch.nn.modules.dropout.Dropout.35076ec169c0e168(1)_inplacefalse
torch.nn.modules.dropout.Dropout.35076ec169c0e168(1)_p0.7
torch.nn.modules.linear.Linear.a1788205a8678d04(1)_in_features1024
torch.nn.modules.linear.Linear.a1788205a8678d04(1)_out_features1024
torch.nn.modules.activation.ReLU.974fc2194fa7a7c6(1)_inplacefalse
torch.nn.modules.dropout.Dropout.550caceb62fa742d(1)_inplacefalse
torch.nn.modules.dropout.Dropout.550caceb62fa742d(1)_p0.5
torch.nn.modules.linear.Linear.aaa0838fe6498706(1)_in_features1024
torch.nn.modules.linear.Linear.aaa0838fe6498706(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
0.4393 ± 0.0567
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
216.7044 ± 0.6827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3095 ± 0.0036
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
0.7366 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5411 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1809 ± 0.0057
Cross-validation details (10-fold Crossvalidation)