Run
7642373

Run 7642373

Task 146012 (Supervised Classification) electricity Uploaded 08-09-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit56
mlr.classif.rpart(29)_minbucket48
mlr.classif.rpart(29)_cp0.00592799251899123
mlr.classif.rpart(29)_maxdepth28
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5837
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18626.6128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3057
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
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7927
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.0608
UserCPU time millis
2.874
UserCPU time millis testing
0.064
UserCPU time millis training
2.81