Run
8566175

Run 8566175

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1537
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size76
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.842046405514702
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.2914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3138
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
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9282
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.069
UserCPU time millis
3.027
UserCPU time millis testing
0.446
UserCPU time millis training
2.581