Run
8078752

Run 8078752

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.trees485
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size7054
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.28031282054726
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
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14182.6874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3526
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
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8398
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.1261
UserCPU time millis
42.659
UserCPU time millis testing
2.305
UserCPU time millis training
40.354