Run
8190887

Run 8190887

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.trees33
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.47571636508219
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
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30140.1296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1777
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
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2712
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5487
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.8102
UserCPU time millis
21.854
UserCPU time millis testing
1.207
UserCPU time millis training
20.647