Run
5871161

Run 5871161

Task 146012 (Supervised Classification) electricity Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot24 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees135
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_sample.fraction0.149989031185396
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26890.2195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2136
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
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6147
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.1984
UserCPU time millis
197.627
UserCPU time millis testing
9.564
UserCPU time millis training
188.063