Run
8580209

Run 8580209

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.trees1082
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size36
mlr.classif.ranger(15)_sample.fraction0.140467616240494
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
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19070.7094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3031
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
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.73
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1341.0182
UserCPU time millis
163.65
UserCPU time millis testing
18.61
UserCPU time millis training
145.04