Run
8190882

Run 8190882

Task 146012 (Supervised Classification) electricity Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees10
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size456
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.538170146895573
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
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19775.0077
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2921
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
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8134
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7369
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1709.9717
UserCPU time millis
4.298
UserCPU time millis testing
0.179
UserCPU time millis training
4.119