Run
8666399

Run 8666399

Task 146012 (Supervised Classification) electricity Uploaded 22-12-2017 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.trees1554
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size10186
mlr.classif.ranger(9)_sample.fraction0.365886859130114
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
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11867.2761
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3796
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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2052.1033
Total cost
UserCPU time millis
68.983
UserCPU time millis testing
9.204
UserCPU time millis training
59.779