Run
7978136

Run 7978136

Task 146012 (Supervised Classification) electricity Uploaded 17-10-2017 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.trees489
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size627
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.600027710734867
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
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20698.7671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2814
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
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7253
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1827.7727
UserCPU time millis
100.31
UserCPU time millis testing
5.282
UserCPU time millis training
95.028