Run
3882985

Run 3882985

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)_alpha0.825580466073006
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.320638754691895
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
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4614
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
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9256
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.6553
UserCPU time millis
0.211
UserCPU time millis testing
0.11
UserCPU time millis training
0.101