Run
10228131

Run 10228131

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

torch.nn.modules.container.Sequential.a8db2806744f102b(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.1ec21831d8e6c9a1(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.1ec21831d8e6c9a1(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.1ec21831d8e6c9a1(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.1ec21831d8e6c9a1(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.1ec21831d8e6c9a1(1)_track_running_statstrue
torch.nn.modules.linear.Linear.7744b52a768dfe15(1)_in_features5
torch.nn.modules.linear.Linear.7744b52a768dfe15(1)_out_features256
torch.nn.modules.linear.Linear.a5d514a49b0b0503(1)_in_features64
torch.nn.modules.linear.Linear.a5d514a49b0b0503(1)_out_features32
torch.nn.modules.activation.LeakyReLU.b278d0133fe15e1(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.b278d0133fe15e1(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.8fbe2ae4dc72f042(1)_inplacefalse
torch.nn.modules.dropout.Dropout.8fbe2ae4dc72f042(1)_p0.5
torch.nn.modules.linear.Linear.25406e06588c09d2(1)_in_features32
torch.nn.modules.linear.Linear.25406e06588c09d2(1)_out_features1
torch.nn.modules.activation.LeakyReLU.3ed539969ed4b79d(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.3ed539969ed4b79d(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.45bce3b5efa14e86(1)_inplacefalse
torch.nn.modules.dropout.Dropout.45bce3b5efa14e86(1)_p0.5
torch.nn.modules.linear.Linear.ac086af95f12e10a(1)_in_features256
torch.nn.modules.linear.Linear.ac086af95f12e10a(1)_out_features128
torch.nn.modules.activation.LeakyReLU.ae642648c34a5f0e(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.ae642648c34a5f0e(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.a4985a43c5f58527(1)_inplacefalse
torch.nn.modules.dropout.Dropout.a4985a43c5f58527(1)_p0.5
torch.nn.modules.linear.Linear.3d70bbddfbe9f218(1)_in_features128
torch.nn.modules.linear.Linear.3d70bbddfbe9f218(1)_out_features64
torch.nn.modules.activation.LeakyReLU.465ce7cedf5f912d(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.465ce7cedf5f912d(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.25331fc1ca6b6df8(1)_inplacefalse
torch.nn.modules.dropout.Dropout.25331fc1ca6b6df8(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
2.6397 ± 0.4011
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
1.0064 ± 0.1029
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
3.7046 ± 0.7182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1115 ± 0.0775
Cross-validation details (10-fold Crossvalidation)