Run
10228134

Run 10228134

Task 4823 (Supervised Regression) analcatdata_negotiation Uploaded 17-05-2019 by Adrian-Stefan Mares
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Flow

torch.nn.modules.container.Sequential.5c70f9acfe1da095(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.aec669826c05e4e9(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.aec669826c05e4e9(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.aec669826c05e4e9(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.aec669826c05e4e9(1)_num_features5
torch.nn.modules.batchnorm.BatchNorm1d.aec669826c05e4e9(1)_track_running_statstrue
torch.nn.modules.linear.Linear.c7d3f00fd68905d9(1)_in_features5
torch.nn.modules.linear.Linear.c7d3f00fd68905d9(1)_out_features256
torch.nn.modules.linear.Linear.e403fe2552a59a72(1)_in_features64
torch.nn.modules.linear.Linear.e403fe2552a59a72(1)_out_features32
torch.nn.modules.activation.LeakyReLU.a1fbdbdd8eb29f3e(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.a1fbdbdd8eb29f3e(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.2307b39cd73cc539(1)_inplacefalse
torch.nn.modules.dropout.Dropout.2307b39cd73cc539(1)_p0.5
torch.nn.modules.linear.Linear.3dbce8722779547c(1)_in_features32
torch.nn.modules.linear.Linear.3dbce8722779547c(1)_out_features1
torch.nn.modules.activation.LeakyReLU.f5be3f65e7e80798(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.f5be3f65e7e80798(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.d26df777af103a8d(1)_inplacefalse
torch.nn.modules.dropout.Dropout.d26df777af103a8d(1)_p0.5
torch.nn.modules.linear.Linear.dc2bd8e73f458643(1)_in_features256
torch.nn.modules.linear.Linear.dc2bd8e73f458643(1)_out_features128
torch.nn.modules.activation.LeakyReLU.f882d931f62cf708(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.f882d931f62cf708(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.a48ef46261dfa244(1)_inplacefalse
torch.nn.modules.dropout.Dropout.a48ef46261dfa244(1)_p0.5
torch.nn.modules.linear.Linear.69c41196549056e(1)_in_features128
torch.nn.modules.linear.Linear.69c41196549056e(1)_out_features64
torch.nn.modules.activation.LeakyReLU.63c81c5ae319ce02(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.63c81c5ae319ce02(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.460739f5d73f3468(1)_inplacefalse
torch.nn.modules.dropout.Dropout.460739f5d73f3468(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
6.0118 ± 0.3555
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.8544 ± 0.2432
Cross-validation details (10-fold Crossvalidation)
Number of instances
92
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
7.036 ± 1.8787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
1.121 ± 0.3201
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
6.1157 ± 0.3176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
5.4556 ± 1.5015
Cross-validation details (10-fold Crossvalidation)