Run
8434341

Run 8434341

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees351
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size28
mlr.classif.ranger(13)_sample.fraction0.586154487519525
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28222.107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1997
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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.8599
UserCPU time millis
979.002
UserCPU time millis testing
30.847
UserCPU time millis training
948.155