Run
8580262

Run 8580262

Task 146012 (Supervised Classification) electricity Uploaded 28-11-2017 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.trees276
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size1197
mlr.classif.ranger(15)_sample.fraction0.898826744663529
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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21599.1951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2697
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
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7228
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1343.3986
UserCPU time millis
113.08
UserCPU time millis testing
2.65
UserCPU time millis training
110.43