Run
8646873

Run 8646873

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.trees436
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.663675745693035
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
0.7014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.6492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3017
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
0.7232
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
0.8311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1397.9272
UserCPU time millis
1.73
UserCPU time millis testing
0.22
UserCPU time millis training
1.51