Run
595204

Run 595204

Task 52950 (Supervised Classification) higgs Uploaded 22-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.mlp.preproc.preproc(1)Learner mlr.classif.mlp.preproc.preproc from package(s) RSNNS.
mlr.classif.mlp.preproc.preproc(1)_openml.seed1
mlr.classif.mlp.preproc.preproc(1)_openml.kindMersenne-Twister
mlr.classif.mlp.preproc.preproc(1)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.7443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21257.7814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.403
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
98050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9069
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26185.506
UserCPU time millis testing
2383.786
UserCPU time millis training
23801.72