Run
8078756

Run 8078756

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.trees349
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size7529
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.673037601681426
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
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17234.9996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3178
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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.4813
UserCPU time millis
43.285
UserCPU time millis testing
1.758
UserCPU time millis training
41.527