Run
10228132

Run 10228132

Task 52948 (Supervised Regression) liver-disorders Uploaded 17-05-2019 by Adrian-Stefan Mares
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

torch.nn.modules.container.Sequential.502b01d7f2fb8df(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.f6a92d026c388585(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.f6a92d026c388585(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.f6a92d026c388585(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.f6a92d026c388585(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.f6a92d026c388585(1)_track_running_statstrue
torch.nn.modules.linear.Linear.1e1f209715666017(1)_in_features5
torch.nn.modules.linear.Linear.1e1f209715666017(1)_out_features256
torch.nn.modules.linear.Linear.ad9b5a8968e2c52c(1)_in_features64
torch.nn.modules.linear.Linear.ad9b5a8968e2c52c(1)_out_features32
torch.nn.modules.activation.LeakyReLU.f3056d39ba58bb2c(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.f3056d39ba58bb2c(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.9739972626c59655(1)_inplacefalse
torch.nn.modules.dropout.Dropout.9739972626c59655(1)_p0.5
torch.nn.modules.linear.Linear.2ff09a1f16dd76d1(1)_in_features32
torch.nn.modules.linear.Linear.2ff09a1f16dd76d1(1)_out_features1
torch.nn.modules.activation.LeakyReLU.3fb3683190bb9c3e(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.3fb3683190bb9c3e(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.ff7b96f2cce108ea(1)_inplacefalse
torch.nn.modules.dropout.Dropout.ff7b96f2cce108ea(1)_p0.5
torch.nn.modules.linear.Linear.16526b794fbc39c0(1)_in_features256
torch.nn.modules.linear.Linear.16526b794fbc39c0(1)_out_features128
torch.nn.modules.activation.LeakyReLU.1afded7efd4b2b1e(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.1afded7efd4b2b1e(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.19a9ea0ed99526ee(1)_inplacefalse
torch.nn.modules.dropout.Dropout.19a9ea0ed99526ee(1)_p0.5
torch.nn.modules.linear.Linear.1029ddf4f52ee280(1)_in_features128
torch.nn.modules.linear.Linear.1029ddf4f52ee280(1)_out_features64
torch.nn.modules.activation.LeakyReLU.730f60eb2ab1849(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.730f60eb2ab1849(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.7e5f6b432c6d95f4(1)_inplacefalse
torch.nn.modules.dropout.Dropout.7e5f6b432c6d95f4(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
2.581 ± 0.3536
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
0.984 ± 0.072
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
3.5131 ± 0.6443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.054 ± 0.0638
Cross-validation details (10-fold Crossvalidation)