Run
8796408

Run 8796408

Task 146012 (Supervised Classification) electricity Uploaded 19-01-2018 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.trees1696
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size7623
mlr.classif.ranger(9)_sample.fraction0.918841181299649
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
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16031.0232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3335
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
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.393
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7951
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.7928
UserCPU time millis
140.146
UserCPU time millis testing
11.099
UserCPU time millis training
129.047