Run
8559308

Run 8559308

Task 146012 (Supervised Classification) electricity Uploaded 25-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees977
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size138
mlr.classif.ranger(16)_sample.fraction0.427433783351444
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6842
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24136.9362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2432
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
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6672
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.7311
UserCPU time millis
361.216
UserCPU time millis testing
21.151
UserCPU time millis training
340.065