Run
8060088

Run 8060088

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees103
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.258568297279999
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
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30609.9073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1723
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
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1825.8456
UserCPU time millis
58.137
UserCPU time millis testing
1.95
UserCPU time millis training
56.187