Run
8634455

Run 8634455

Task 145878 (Supervised Classification) wdbc Uploaded 10-12-2017 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.trees1185
mlr.classif.ranger(15)_mtry29
mlr.classif.ranger(15)_min.node.size8
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.828318696958013
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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8982
Cross-validation details (10-fold Crossvalidation)
KB relative information score
479.8224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0771
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
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4042
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1341.611
UserCPU time millis
18.22
UserCPU time millis testing
0.26
UserCPU time millis training
17.96