Run
8438420

Run 8438420

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 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.trees1828
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size270
mlr.classif.ranger(13)_sample.fraction0.771648178133182
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
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10084.6021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3998
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
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.0606
UserCPU time millis
953.352
UserCPU time millis testing
70.627
UserCPU time millis training
882.725