Run
10228119

Run 10228119

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

torch.nn.modules.container.Sequential.502b111e7940d4fb(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.41963e1f96fc849e(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.41963e1f96fc849e(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.41963e1f96fc849e(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.41963e1f96fc849e(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.41963e1f96fc849e(1)_track_running_statstrue
torch.nn.modules.linear.Linear.b411a73c1f5a06db(1)_in_features5
torch.nn.modules.linear.Linear.b411a73c1f5a06db(1)_out_features256
torch.nn.modules.linear.Linear.56c025392ac6cff0(1)_in_features64
torch.nn.modules.linear.Linear.56c025392ac6cff0(1)_out_features32
torch.nn.modules.activation.LeakyReLU.b9e5ae8e542ca17(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.b9e5ae8e542ca17(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.22cb1c28eb48dd62(1)_inplacefalse
torch.nn.modules.dropout.Dropout.22cb1c28eb48dd62(1)_p0.5
torch.nn.modules.linear.Linear.ddc5b687ae46b0e(1)_in_features32
torch.nn.modules.linear.Linear.ddc5b687ae46b0e(1)_out_features1
torch.nn.modules.activation.LeakyReLU.54e016eb5ffb3fb9(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.54e016eb5ffb3fb9(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.328f60dc2ce4ad2a(1)_inplacefalse
torch.nn.modules.dropout.Dropout.328f60dc2ce4ad2a(1)_p0.5
torch.nn.modules.linear.Linear.8a7c31222ab6de07(1)_in_features256
torch.nn.modules.linear.Linear.8a7c31222ab6de07(1)_out_features128
torch.nn.modules.activation.LeakyReLU.7179ddffacf6946(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.7179ddffacf6946(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.5e795c69c10ee7c3(1)_inplacefalse
torch.nn.modules.dropout.Dropout.5e795c69c10ee7c3(1)_p0.5
torch.nn.modules.linear.Linear.2af2138136074788(1)_in_features128
torch.nn.modules.linear.Linear.2af2138136074788(1)_out_features64
torch.nn.modules.activation.LeakyReLU.7e12d422aa9141d7(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.7e12d422aa9141d7(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.e6b5f4308d9e0d07(1)_inplacefalse
torch.nn.modules.dropout.Dropout.e6b5f4308d9e0d07(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

3.4944 ± 0.5175
Cross-validation details (10-fold Crossvalidation)
2.623 ± 0.3396
Cross-validation details (10-fold Crossvalidation)
345
Cross-validation details (10-fold Crossvalidation)
1.3322 ± 0.1884
Cross-validation details (10-fold Crossvalidation)
3.333 ± 0.5467
Cross-validation details (10-fold Crossvalidation)
4.8248 ± 0.7081
Cross-validation details (10-fold Crossvalidation)
1.4476 ± 0.11
Cross-validation details (10-fold Crossvalidation)