Run
8578656

Run 8578656

Task 146012 (Supervised Classification) electricity Uploaded 27-11-2017 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.trees1587
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size88
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.832715802709572
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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26424.5835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2189
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
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.8381
UserCPU time millis
1206.26
UserCPU time millis testing
45.58
UserCPU time millis training
1160.68