Run
8438643

Run 8438643

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.trees913
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size328
mlr.classif.ranger(13)_sample.fraction0.113857825659215
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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20055.9145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2873
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
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.0253
UserCPU time millis
576.307
UserCPU time millis testing
41.97
UserCPU time millis training
534.337