Run
8630485

Run 8630485

Task 146012 (Supervised Classification) electricity Uploaded 09-12-2017 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.trees1757
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size79
mlr.classif.ranger(16)_sample.fraction0.993608005065471
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
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27930.3333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2023
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
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.414
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2922
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5911
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1458.2299
UserCPU time millis
1009.545
UserCPU time millis testing
37.813
UserCPU time millis training
971.732