Run
8661909

Run 8661909

Task 146012 (Supervised Classification) electricity Uploaded 21-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1640
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size210
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.260330501478165
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22637.197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2587
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
0.8288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8293
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
877.6493
UserCPU time millis
1084.965
UserCPU time millis testing
48.858
UserCPU time millis training
1036.107