Run
10228118

Run 10228118

Task 4774 (Supervised Regression) mv Uploaded 17-05-2019 by Adrian-Stefan Mares
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Flow

torch.nn.modules.container.Sequential.3ec1bcacd6e51d3b(1)Automatically created pytorch flow.
torch.nn.modules.batchnorm.BatchNorm1d.ed17b64e2ddbb1cc(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm1d.ed17b64e2ddbb1cc(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm1d.ed17b64e2ddbb1cc(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm1d.ed17b64e2ddbb1cc(1)_num_features10
torch.nn.modules.batchnorm.BatchNorm1d.ed17b64e2ddbb1cc(1)_track_running_statstrue
torch.nn.modules.linear.Linear.9dddadca5e9aabb4(1)_in_features10
torch.nn.modules.linear.Linear.9dddadca5e9aabb4(1)_out_features256
torch.nn.modules.linear.Linear.ff66952193a6bcaa(1)_in_features64
torch.nn.modules.linear.Linear.ff66952193a6bcaa(1)_out_features32
torch.nn.modules.activation.LeakyReLU.1ec34997f14f4f0f(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.1ec34997f14f4f0f(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.7fcb92e76c04202(1)_inplacefalse
torch.nn.modules.dropout.Dropout.7fcb92e76c04202(1)_p0.5
torch.nn.modules.linear.Linear.897c500df958fa79(1)_in_features32
torch.nn.modules.linear.Linear.897c500df958fa79(1)_out_features1
torch.nn.modules.activation.LeakyReLU.380171b99ed30eff(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.380171b99ed30eff(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.2997288bf1dc9597(1)_inplacefalse
torch.nn.modules.dropout.Dropout.2997288bf1dc9597(1)_p0.5
torch.nn.modules.linear.Linear.f507763e9b0eb1bb(1)_in_features256
torch.nn.modules.linear.Linear.f507763e9b0eb1bb(1)_out_features128
torch.nn.modules.activation.LeakyReLU.61169187c87a6265(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.61169187c87a6265(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.20dbd5f0769813ba(1)_inplacefalse
torch.nn.modules.dropout.Dropout.20dbd5f0769813ba(1)_p0.5
torch.nn.modules.linear.Linear.7cddab2198d4508e(1)_in_features128
torch.nn.modules.linear.Linear.7cddab2198d4508e(1)_out_features64
torch.nn.modules.activation.LeakyReLU.3b0ac9b6731243c1(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.3b0ac9b6731243c1(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.922105b1fa89604e(1)_inplacefalse
torch.nn.modules.dropout.Dropout.922105b1fa89604e(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
8.562 ± 0.0849
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
8.8931 ± 0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9628 ± 0.0061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
10.42 ± 0.0817
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
11.2889 ± 0.1051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0834 ± 0.0062
Cross-validation details (10-fold Crossvalidation)