Run
8435503

Run 8435503

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1049
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size179
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.492854305845685
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
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21195.2316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
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
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3486
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7052
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.5962
UserCPU time millis
1183.187
UserCPU time millis testing
66.311
UserCPU time millis training
1116.876