Run
8661132

Run 8661132

Task 146012 (Supervised Classification) electricity Uploaded 21-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees645
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size118
mlr.classif.ranger(16)_sample.fraction0.92644294470083
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27915.231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2013
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
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5992
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
826.683
UserCPU time millis
1235.456
UserCPU time millis testing
17.96
UserCPU time millis training
1217.496