Run
8546215

Run 8546215

Task 146012 (Supervised Classification) electricity Uploaded 20-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1096
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.112121774675325
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
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20836.1394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2848
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
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6979
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.3973
UserCPU time millis
202.36
UserCPU time millis testing
25.48
UserCPU time millis training
176.88