Run
8796256

Run 8796256

Task 146012 (Supervised Classification) electricity Uploaded 19-01-2018 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.trees633
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size55
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.314597905194387
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
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26939.6344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2118
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
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6198
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1833.7788
UserCPU time millis
298.544
UserCPU time millis testing
9.933
UserCPU time millis training
288.611