Run
8749389

Run 8749389

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.trees1737
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size69
mlr.classif.ranger(9)_sample.fraction0.592662860779092
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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
385.3909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1745
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
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9508
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2299
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4755
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.3204
UserCPU time millis
2.824
UserCPU time millis testing
0.33
UserCPU time millis training
2.494