Run
8060385

Run 8060385

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1383
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1158
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.295233086589724
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19236.2048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2965
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
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7581
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
174.108
UserCPU time millis testing
11.633
UserCPU time millis training
162.475