Run
8020966

Run 8020966

Task 146012 (Supervised Classification) electricity Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1498
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size647
mlr.classif.ranger(9)_sample.fraction0.266035827016458
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17787.9024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3143
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
0.7986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7645
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.0123
UserCPU time millis
135.055
UserCPU time millis testing
16.212
UserCPU time millis training
118.843