Run
5900545

Run 5900545

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 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)_alpha0.596715966472402
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0176770892744549
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
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2034.8362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1441
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6572
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1218.2248
UserCPU time millis
443.126
UserCPU time millis testing
0.335
UserCPU time millis training
442.791