Run
8435162

Run 8435162

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.trees19
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_min.node.size26
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.32184139105957
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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28669.9162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
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
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3942
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.589
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.9308
UserCPU time millis
71.698
UserCPU time millis testing
2.113
UserCPU time millis training
69.585