Run
7952207

Run 7952207

Task 145878 (Supervised Classification) wdbc Uploaded 16-10-2017 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.trees1974
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size39
mlr.classif.ranger(9)_sample.fraction0.639130820403807
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
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8982
Cross-validation details (10-fold Crossvalidation)
KB relative information score
457.8341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0989
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
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4126
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1862.0186
UserCPU time millis
5.78
UserCPU time millis testing
0.487
UserCPU time millis training
5.293