Run
8580187

Run 8580187

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.trees951
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size7392
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.559688906325027
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14545.068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3503
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
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8153
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1347.3081
UserCPU time millis
105.74
UserCPU time millis testing
8.08
UserCPU time millis training
97.66