Run
10228149

Run 10228149

Task 2295 (Supervised Regression) cholesterol Uploaded 20-05-2019 by Adrian-Stefan Mares
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Flow

torch.nn.modules.container.Sequential.d52b010daee34d1f(1)Automatically created pytorch flow.
torch.nn.modules.linear.Linear.b9b91cced83c55a4(1)_in_features13
torch.nn.modules.linear.Linear.b9b91cced83c55a4(1)_out_features32
torch.nn.modules.activation.LeakyReLU.a2f229aa9c776c32(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.a2f229aa9c776c32(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.2f45a0ab89899bb(1)_inplacefalse
torch.nn.modules.dropout.Dropout.2f45a0ab89899bb(1)_p0.5
torch.nn.modules.linear.Linear.a87b9c4a2a675a89(1)_in_features32
torch.nn.modules.linear.Linear.a87b9c4a2a675a89(1)_out_features1

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
122.8904 ± 80.0893
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
39.3139 ± 6.092
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.1259 ± 2.5166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
51.6914 ± 10.5853
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
151.5614 ± 75.0182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.932 ± 1.8999
Cross-validation details (10-fold Crossvalidation)