Run
7994049

Run 7994049

Task 145878 (Supervised Classification) wdbc 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.trees501
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size114
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.687474911054596
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
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
453.4068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1018
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4314
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1865.8326
UserCPU time millis
2.333
UserCPU time millis testing
0.094
UserCPU time millis training
2.239