Run
8646878

Run 8646878

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 12-12-2017 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.trees626
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size42
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.515132372244261
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.7312
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.0767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3939
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9251
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1586.4026
UserCPU time millis
0.91
UserCPU time millis testing
0.07
UserCPU time millis training
0.84