Run
8211747

Run 8211747

Task 146012 (Supervised Classification) electricity Uploaded 23-10-2017 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.trees900
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size5041
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.82668446325697
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
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18526.6435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3039
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
0.7918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7744
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1822.9014
UserCPU time millis
128.62
UserCPU time millis testing
6.464
UserCPU time millis training
122.156