OpenML
7972119

Run 7972119

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.trees1860
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size395
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.987194093340076
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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
255.4574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2917
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
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6562
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.0988
UserCPU time millis
1.393
UserCPU time millis testing
0.414
UserCPU time millis training
0.979