Run
8546216

Run 8546216

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.trees1152
mlr.classif.ranger(15)_mtry8
mlr.classif.ranger(15)_min.node.size202
mlr.classif.ranger(15)_sample.fraction0.880563650536351
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
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26455.6176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2166
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
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3125
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6322
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.9055
UserCPU time millis
1158.96
UserCPU time millis testing
23.89
UserCPU time millis training
1135.07