Run
5895254

Run 5895254

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)_alpha0.775403167353943
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00776003077589916
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
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2408.574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1232
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.6259
UserCPU time millis
461.262
UserCPU time millis testing
0.431
UserCPU time millis training
460.831