Run
8590175

Run 8590175

Task 146012 (Supervised Classification) electricity Uploaded 29-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees162
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size1608
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.635675180703402
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20399.5456
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2832
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
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1349.201
UserCPU time millis
47.51
UserCPU time millis testing
2.48
UserCPU time millis training
45.03