Run
8643860

Run 8643860

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.trees744
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size94
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.720718022668734
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
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20358.0886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2897
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
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7062
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1206.648
UserCPU time millis
317.206
UserCPU time millis testing
20.484
UserCPU time millis training
296.722