Run
5900744

Run 5900744

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot7 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)_alpha0.410187517991289
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0659575340603603
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
0.9974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3851.6891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1361
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
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.6354
UserCPU time millis
2.42
UserCPU time millis testing
0.367
UserCPU time millis training
2.053