Run
8580045

Run 8580045

Task 146012 (Supervised Classification) electricity Uploaded 28-11-2017 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.trees1031
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size104
mlr.classif.ranger(15)_sample.fraction0.51235684058629
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
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24568.5251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2392
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
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6549
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.8129
UserCPU time millis
439.42
UserCPU time millis testing
21.77
UserCPU time millis training
417.65