Run
7931949

Run 7931949

Task 3913 (Supervised Classification) kc2 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
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.6059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2678
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8734
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.064
UserCPU time millis testing
0.061
UserCPU time millis training
10.003