Run
8656693

Run 8656693

Task 145878 (Supervised Classification) wdbc Uploaded 16-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees309
mlr.classif.ranger(16)_mtry29
mlr.classif.ranger(16)_min.node.size129
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.371927274297923
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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
419.2695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1357
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
0.9295
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1087.0353
UserCPU time millis
1.307
UserCPU time millis testing
0.116
UserCPU time millis training
1.191