Run
8749460

Run 8749460

Task 145878 (Supervised Classification) wdbc Uploaded 30-12-2017 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.trees108
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size132
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.755802683043294
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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8802
Cross-validation details (10-fold Crossvalidation)
KB relative information score
442.6544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1138
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
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9438
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4376
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1749.1199
UserCPU time millis
0.409
UserCPU time millis testing
0.046
UserCPU time millis training
0.363