Run
8546241

Run 8546241

Task 146012 (Supervised Classification) electricity Uploaded 20-11-2017 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.trees2
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size6915
mlr.classif.ranger(15)_sample.fraction0.285576738929376
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
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14125.668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3531
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
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7574
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8459
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1188.394
UserCPU time millis
1.46
UserCPU time millis testing
0.22
UserCPU time millis training
1.24