Run
3882856

Run 3882856

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 04-07-2017 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)_alpha0.905380104901269
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.3009012628319
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
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.7972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.466
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9347
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.565
UserCPU time millis
0.189
UserCPU time millis testing
0.096
UserCPU time millis training
0.093