Run
595362

Run 595362

Task 52950 (Supervised Classification) higgs Uploaded 23-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.logreg.preproc.preproc(1)Learner mlr.classif.logreg.preproc.preproc from package(s) stats.
mlr.classif.logreg.preproc.preproc(1)_openml.seed1
mlr.classif.logreg.preproc.preproc(1)_openml.kindMersenne-Twister
mlr.classif.logreg.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
0.6821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11621.2417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4484
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
0.6415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8997
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9476
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
74.189
UserCPU time millis testing
1.288
UserCPU time millis training
72.901