Run
8661917

Run 8661917

Task 146012 (Supervised Classification) electricity Uploaded 21-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees708
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size30
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.604483199166134
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30871.837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1679
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
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2693
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5449
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
872.5164
UserCPU time millis
1740.52
UserCPU time millis testing
25.047
UserCPU time millis training
1715.473