Run
10228120

Run 10228120

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

torch.nn.modules.container.Sequential.b08f5d308c88d473(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.f03178f59d33bace(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.f03178f59d33bace(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.f03178f59d33bace(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.f03178f59d33bace(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.f03178f59d33bace(1)_track_running_statstrue
torch.nn.modules.linear.Linear.fbe9b6a296c17c16(1)_in_features5
torch.nn.modules.linear.Linear.fbe9b6a296c17c16(1)_out_features256
torch.nn.modules.linear.Linear.73666e6a8b3948cf(1)_in_features64
torch.nn.modules.linear.Linear.73666e6a8b3948cf(1)_out_features32
torch.nn.modules.activation.LeakyReLU.a1d38cfee8540c40(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.a1d38cfee8540c40(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.c53c34823e12be8a(1)_inplacefalse
torch.nn.modules.dropout.Dropout.c53c34823e12be8a(1)_p0.5
torch.nn.modules.linear.Linear.8af8014321fd67e9(1)_in_features32
torch.nn.modules.linear.Linear.8af8014321fd67e9(1)_out_features1
torch.nn.modules.activation.LeakyReLU.96835dc045eb8270(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.96835dc045eb8270(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.46604ed59aae01eb(1)_inplacefalse
torch.nn.modules.dropout.Dropout.46604ed59aae01eb(1)_p0.5
torch.nn.modules.linear.Linear.19984215a574eee5(1)_in_features256
torch.nn.modules.linear.Linear.19984215a574eee5(1)_out_features128
torch.nn.modules.activation.LeakyReLU.3f64e82247ea3d9(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.3f64e82247ea3d9(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.f61608c22667ccc5(1)_inplacefalse
torch.nn.modules.dropout.Dropout.f61608c22667ccc5(1)_p0.5
torch.nn.modules.linear.Linear.fb1b3754d7a7b11c(1)_in_features128
torch.nn.modules.linear.Linear.fb1b3754d7a7b11c(1)_out_features64
torch.nn.modules.activation.LeakyReLU.5feda5e8bb61adba(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.5feda5e8bb61adba(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.7f3305a0bd1501dd(1)_inplacefalse
torch.nn.modules.dropout.Dropout.7f3305a0bd1501dd(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
2.4768 ± 0.3312
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
0.9443 ± 0.1262
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
3.3237 ± 0.6733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9972 ± 0.147
Cross-validation details (10-fold Crossvalidation)