Run
10228122

Run 10228122

Task 52948 (Supervised Regression) liver-disorders Uploaded 17-05-2019 by Adrian-Stefan Mares
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Flow

torch.nn.modules.container.Sequential.5e7fccb44640f5c(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.d1cfacd731778e8b(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.d1cfacd731778e8b(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.d1cfacd731778e8b(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.d1cfacd731778e8b(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.d1cfacd731778e8b(1)_track_running_statstrue
torch.nn.modules.linear.Linear.341bd48bcba88e7e(1)_in_features5
torch.nn.modules.linear.Linear.341bd48bcba88e7e(1)_out_features256
torch.nn.modules.linear.Linear.e5b91ea841687e8d(1)_in_features64
torch.nn.modules.linear.Linear.e5b91ea841687e8d(1)_out_features32
torch.nn.modules.activation.LeakyReLU.c2b57d676d63953f(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.c2b57d676d63953f(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.4865dee93d82679f(1)_inplacefalse
torch.nn.modules.dropout.Dropout.4865dee93d82679f(1)_p0.5
torch.nn.modules.linear.Linear.e710cddbb44b8e6b(1)_in_features32
torch.nn.modules.linear.Linear.e710cddbb44b8e6b(1)_out_features1
torch.nn.modules.activation.LeakyReLU.6e6be65fabcb73e7(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.6e6be65fabcb73e7(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.c7828de0f22203d9(1)_inplacefalse
torch.nn.modules.dropout.Dropout.c7828de0f22203d9(1)_p0.5
torch.nn.modules.linear.Linear.5e7286cd8f566e2f(1)_in_features256
torch.nn.modules.linear.Linear.5e7286cd8f566e2f(1)_out_features128
torch.nn.modules.activation.LeakyReLU.618036ce30a394d6(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.618036ce30a394d6(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.773c9932883f6c96(1)_inplacefalse
torch.nn.modules.dropout.Dropout.773c9932883f6c96(1)_p0.5
torch.nn.modules.linear.Linear.47dacb3ed1289d44(1)_in_features128
torch.nn.modules.linear.Linear.47dacb3ed1289d44(1)_out_features64
torch.nn.modules.activation.LeakyReLU.18a9b19ce36d0d69(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.18a9b19ce36d0d69(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.16637fd4650abf3a(1)_inplacefalse
torch.nn.modules.dropout.Dropout.16637fd4650abf3a(1)_p0.5

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.

7 Evaluation measures

Mean absolute error
2.7275 ± 0.3375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
2.623 ± 0.3396
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0399 ± 0.1061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
3.333 ± 0.5467
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
3.9392 ± 0.6636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1819 ± 0.0894
Cross-validation details (10-fold Crossvalidation)