Run
8622313

Run 8622313

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 07-12-2017 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.trees644
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.854686085833237
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
0.6887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.6996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3016
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
0.7282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9931
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
884.3169
UserCPU time millis
9.517
UserCPU time millis testing
1.756
UserCPU time millis training
7.761