Run
8245764

Run 8245764

Task 145878 (Supervised Classification) wdbc Uploaded 25-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1995
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size17
mlr.classif.ranger(9)_sample.fraction0.863641809066758
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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
475.1349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0836
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
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1770.507
UserCPU time millis
10.549
UserCPU time millis testing
0.596
UserCPU time millis training
9.953