Run
8630311

Run 8630311

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.trees1212
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size26
mlr.classif.ranger(16)_sample.fraction0.537481635576114
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
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21559.1584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2771
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
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5672
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.684
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1468.8723
UserCPU time millis
259.899
UserCPU time millis testing
21.368
UserCPU time millis training
238.531