Run
10228133

Run 10228133

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

torch.nn.modules.container.Sequential.91dd7a951bee6c04(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.acb826f2bfe50f8e(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.acb826f2bfe50f8e(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.acb826f2bfe50f8e(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.acb826f2bfe50f8e(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.acb826f2bfe50f8e(1)_track_running_statstrue
torch.nn.modules.linear.Linear.3481552173aa8fc6(1)_in_features5
torch.nn.modules.linear.Linear.3481552173aa8fc6(1)_out_features256
torch.nn.modules.linear.Linear.1be252e38dc71551(1)_in_features64
torch.nn.modules.linear.Linear.1be252e38dc71551(1)_out_features32
torch.nn.modules.activation.LeakyReLU.6eff529549894811(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.6eff529549894811(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.ba1ee3c7a3c1c4c(1)_inplacefalse
torch.nn.modules.dropout.Dropout.ba1ee3c7a3c1c4c(1)_p0.5
torch.nn.modules.linear.Linear.d358ca997cd4c6f(1)_in_features32
torch.nn.modules.linear.Linear.d358ca997cd4c6f(1)_out_features1
torch.nn.modules.activation.LeakyReLU.d4ba8c9a4e69e4a(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.d4ba8c9a4e69e4a(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.56b707f8f3c4053c(1)_inplacefalse
torch.nn.modules.dropout.Dropout.56b707f8f3c4053c(1)_p0.5
torch.nn.modules.linear.Linear.ca56134899ed0fe4(1)_in_features256
torch.nn.modules.linear.Linear.ca56134899ed0fe4(1)_out_features128
torch.nn.modules.activation.LeakyReLU.1fa1fc41b6e0c45f(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.1fa1fc41b6e0c45f(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.24546b72ebe69ef8(1)_inplacefalse
torch.nn.modules.dropout.Dropout.24546b72ebe69ef8(1)_p0.5
torch.nn.modules.linear.Linear.7f2fa90edcd35fc9(1)_in_features128
torch.nn.modules.linear.Linear.7f2fa90edcd35fc9(1)_out_features64
torch.nn.modules.activation.LeakyReLU.a410d617a388bb2f(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.a410d617a388bb2f(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.d228934cb2aa9593(1)_inplacefalse
torch.nn.modules.dropout.Dropout.d228934cb2aa9593(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
3.4623 ± 0.5142
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
1.32 ± 0.1868
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
4.8064 ± 0.7064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4421 ± 0.1086
Cross-validation details (10-fold Crossvalidation)