Run
7969298

Run 7969298

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.trees581
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size8459
mlr.classif.ranger(9)_sample.fraction0.589831612934358
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
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12895.5469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3692
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
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.9956
UserCPU time millis
35.899
UserCPU time millis testing
3.339
UserCPU time millis training
32.56