Run
8585741

Run 8585741

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.trees51
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size19079
mlr.classif.ranger(15)_sample.fraction0.534837433043867
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
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6568.6898
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4328
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
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1419.2819
UserCPU time millis
18.71
UserCPU time millis testing
0.84
UserCPU time millis training
17.87