Run
8607660

Run 8607660

Task 146012 (Supervised Classification) electricity Uploaded 02-12-2017 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.trees641
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size13
mlr.classif.ranger(15)_sample.fraction0.600501846289262
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
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30076.1426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1789
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
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.546
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.0742
UserCPU time millis
526.43
UserCPU time millis testing
17.28
UserCPU time millis training
509.15