Run
10228121

Run 10228121

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

torch.nn.modules.container.Sequential.3f7e79225c936e6f(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.5b8bd8dfcb18277(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.5b8bd8dfcb18277(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.5b8bd8dfcb18277(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.5b8bd8dfcb18277(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.5b8bd8dfcb18277(1)_track_running_statstrue
torch.nn.modules.linear.Linear.71947a9b2fd88591(1)_in_features5
torch.nn.modules.linear.Linear.71947a9b2fd88591(1)_out_features256
torch.nn.modules.linear.Linear.ddc31db19d315d9d(1)_in_features64
torch.nn.modules.linear.Linear.ddc31db19d315d9d(1)_out_features32
torch.nn.modules.activation.LeakyReLU.d385721e1d9cc4b4(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.d385721e1d9cc4b4(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.7f9d2093dc19c850(1)_inplacefalse
torch.nn.modules.dropout.Dropout.7f9d2093dc19c850(1)_p0.5
torch.nn.modules.linear.Linear.968461287fef5aa4(1)_in_features32
torch.nn.modules.linear.Linear.968461287fef5aa4(1)_out_features1
torch.nn.modules.activation.LeakyReLU.ec1dbd784c731212(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.ec1dbd784c731212(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.87c66f9df522ed70(1)_inplacefalse
torch.nn.modules.dropout.Dropout.87c66f9df522ed70(1)_p0.5
torch.nn.modules.linear.Linear.31ff2ba4973a113b(1)_in_features256
torch.nn.modules.linear.Linear.31ff2ba4973a113b(1)_out_features128
torch.nn.modules.activation.LeakyReLU.30be8f97b967c84b(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.30be8f97b967c84b(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.6c3902124bf2c26(1)_inplacefalse
torch.nn.modules.dropout.Dropout.6c3902124bf2c26(1)_p0.5
torch.nn.modules.linear.Linear.5d968cbad12fccdd(1)_in_features128
torch.nn.modules.linear.Linear.5d968cbad12fccdd(1)_out_features64
torch.nn.modules.activation.LeakyReLU.731818f877302b4(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.731818f877302b4(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.f5bda76868a1ade(1)_inplacefalse
torch.nn.modules.dropout.Dropout.f5bda76868a1ade(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
3.4007 ± 0.5139
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
1.2965 ± 0.1859
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
4.7606 ± 0.7081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4283 ± 0.1076
Cross-validation details (10-fold Crossvalidation)