Run
8783916

Run 8783916

Task 145878 (Supervised Classification) wdbc Uploaded 10-01-2018 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.trees1852
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size116
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.922701244265772
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
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
420.6199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1382
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
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4423
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1381.2683
UserCPU time millis
3.88
UserCPU time millis testing
0.306
UserCPU time millis training
3.574