Run
7735944

Run 7735944

Task 146012 (Supervised Classification) electricity Uploaded 09-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.89317683649715
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21199.5864
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2637
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
0.7702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5398
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8386
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.017
UserCPU time millis
8.083
UserCPU time millis testing
0.678
UserCPU time millis training
7.405