Run
8061624

Run 8061624

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees431
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size7655
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.285574694583193
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7045.5248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4287
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
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.898
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.6953
UserCPU time millis
30.21
UserCPU time millis testing
2.068
UserCPU time millis training
28.142