Run
8773182

Run 8773182

Task 145878 (Supervised Classification) wdbc Uploaded 04-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1524
mlr.classif.ranger(16)_mtry22
mlr.classif.ranger(16)_min.node.size194
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.890378708275966
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
437.5893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1151
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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9315
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.0546
UserCPU time millis
13.502
UserCPU time millis testing
0.286
UserCPU time millis training
13.216