Run
8590244

Run 8590244

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.trees522
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size11
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.117827532929368
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
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24929.4244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2358
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
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6466
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1421.7771
UserCPU time millis
173.74
UserCPU time millis testing
11.36
UserCPU time millis training
162.38