Run
8788420

Run 8788420

Task 145878 (Supervised Classification) wdbc Uploaded 12-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees458
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size232
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.56009881910868
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
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
382.1844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1739
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1378.403
UserCPU time millis
0.551
UserCPU time millis testing
0.083
UserCPU time millis training
0.468