Run
8069519

Run 8069519

Task 145878 (Supervised Classification) wdbc 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.trees1049
mlr.classif.ranger(9)_mtry25
mlr.classif.ranger(9)_min.node.size211
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.75197049472481
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
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
439.3741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1863.8838
UserCPU time millis
7.947
UserCPU time millis testing
0.216
UserCPU time millis training
7.731