Run
8433132

Run 8433132

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1559
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size853
mlr.classif.ranger(13)_sample.fraction0.791710490942933
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21981.4557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2656
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7138
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.7823
UserCPU time millis
3280.473
UserCPU time millis testing
80.4
UserCPU time millis training
3200.073