Run
8755095

Run 8755095

Task 146012 (Supervised Classification) electricity Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees870
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size520
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.109318824135698
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
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18526.9195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3046
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
0.7971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.3482
UserCPU time millis
88.337
UserCPU time millis testing
6.371
UserCPU time millis training
81.966