Run
4380699

Run 4380699

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot22 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.857552506495267
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0149802897906609
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
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2432.9804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1372
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.2562
Total cost
UserCPU time millis
1.786
UserCPU time millis testing
0.352
UserCPU time millis training
1.434