Run
8579957

Run 8579957

Task 146012 (Supervised Classification) electricity Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees580
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size84
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.953785911458544
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26957.6264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2132
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
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6082
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.8102
UserCPU time millis
517.1
UserCPU time millis testing
17.23
UserCPU time millis training
499.87