Run
8052988

Run 8052988

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees928
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size10620
mlr.classif.ranger(9)_sample.fraction0.434860774641857
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
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10914.8346
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.39
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
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8522
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1832.1397
UserCPU time millis
46.28
UserCPU time millis testing
5.862
UserCPU time millis training
40.418