Run
8643846

Run 8643846

Task 146012 (Supervised Classification) electricity Uploaded 11-12-2017 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.trees1257
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size16822
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.894517846079543
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
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15052.0468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.342
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
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8269
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1167.3723
UserCPU time millis
219.198
UserCPU time millis testing
11.038
UserCPU time millis training
208.16