Run
8559318

Run 8559318

Task 146012 (Supervised Classification) electricity Uploaded 25-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1473
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size795
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.198757935338654
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18917.9327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3002
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
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8032
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8032
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1355.5773
UserCPU time millis
251.655
UserCPU time millis testing
18.878
UserCPU time millis training
232.777