Run
8651550

Run 8651550

Task 9946 (Supervised Classification) wdbc Uploaded 14-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1260
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size57
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.272746792342514
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
423.7838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1337
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
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.445
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.9449
UserCPU time millis
2.02
UserCPU time millis testing
0.2
UserCPU time millis training
1.82