Run
8770227

Run 8770227

Task 146012 (Supervised Classification) electricity Uploaded 02-01-2018 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.trees1348
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.376803447306156
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
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30255.4402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1769
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
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5427
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.9733
UserCPU time millis
664.338
UserCPU time millis testing
29.071
UserCPU time millis training
635.267