Run
8643740

Run 8643740

Task 146012 (Supervised Classification) electricity Uploaded 11-12-2017 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.trees547
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size52
mlr.classif.ranger(16)_sample.fraction0.484364677406848
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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27330.531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2086
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
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2991
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6052
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.6923
UserCPU time millis
326.347
UserCPU time millis testing
10.046
UserCPU time millis training
316.301