Run
8592088

Run 8592088

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.trees622
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size52
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.28948474638164
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26280.5413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2194
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
0.8648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1417.906
UserCPU time millis
332.21
UserCPU time millis testing
11.1
UserCPU time millis training
321.11