Run
7932057

Run 7932057

Task 146606 (Supervised Classification) higgs Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.cvglmnet.imputed.preproc(1)Learner mlr.classif.cvglmnet.imputed.preproc from package(s) glmnet.
mlr.classif.cvglmnet.imputed.preproc(1)_openml.seed1
mlr.classif.cvglmnet.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.cvglmnet.imputed.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
0.6799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10487.462
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4539
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
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9492
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
259.854
UserCPU time millis testing
0.263
UserCPU time millis training
259.591