OpenML
7994160

Run 7994160

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.trees1351
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size178
mlr.classif.ranger(9)_sample.fraction0.528064625617117
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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
424.2812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1326
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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9367
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.9456
UserCPU time millis
2.428
UserCPU time millis testing
0.195
UserCPU time millis training
2.233