Run
8092073

Run 8092073

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 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.trees904
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size6805
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.7283372820355
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
0.8523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7833
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17996.475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3097
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
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7878
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1722.8966
UserCPU time millis
127.901
UserCPU time millis testing
6.506
UserCPU time millis training
121.395