Run
5241510

Run 5241510

Task 145839 (Supervised Classification) climate-model-simulation-crashes Uploaded 10-07-2017 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)_alpha0.947029427392408
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00344986985822866
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
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-63.0497
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.26
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9312
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1319.532
UserCPU time millis
0.211
UserCPU time millis testing
0.057
UserCPU time millis training
0.154