Run
8751974

Run 8751974

Task 9970 (Supervised Classification) hill-valley Uploaded 30-12-2017 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.trees1910
mlr.classif.ranger(9)_mtry31
mlr.classif.ranger(9)_min.node.size48
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.521511423424818
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.5861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.0809
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4819
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9923
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.9798
UserCPU time millis
149.534
UserCPU time millis testing
1.106
UserCPU time millis training
148.428