Run
8446781

Run 8446781

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1041
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size59
mlr.classif.ranger(13)_sample.fraction0.476573640154675
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27033.4568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2118
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
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6111
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.7299
UserCPU time millis
2743.158
UserCPU time millis testing
75.837
UserCPU time millis training
2667.321