Run
7831084

Run 7831084

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.829594418639317
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00985738808490404
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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.

21 Evaluation measures

Area under ROC curve
0.7027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.9816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.694
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8309
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.9448
UserCPU time millis
0.246
UserCPU time millis testing
0.136
UserCPU time millis training
0.11