Run
10595157

Run 10595157

Task 31 (Supervised Classification) credit-g Uploaded 01-10-2024 by Subhaditya Mukherjee
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Flow

torch.nn.TabularClassificationmodel.32873d53d0202561(1)Automatically created pytorch flow.
torch.nn.Linear.342f890fafcb5682(1)_in_features20
torch.nn.Linear.342f890fafcb5682(1)_out_features128
torch.nn.Linear.47748dcbfbe7ea37(1)_in_features128
torch.nn.Linear.47748dcbfbe7ea37(1)_out_features64
torch.nn.Linear.d26a92471e592c73(1)_in_features64
torch.nn.Linear.d26a92471e592c73(1)_out_features2
torch.nn.ReLU.204fd4966353ba49(1)_inplacefalse
torch.nn.Softmax.cf98a36388804d14(1)_dim1

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.

16 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4076
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7
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
0.8813
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0023
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5
Cross-validation details (10-fold Crossvalidation)