Run
7932004

Run 7932004

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.imputed.preproc(1)Learner mlr.classif.randomForest.imputed.preproc from package(s) randomForest.
mlr.classif.randomForest.imputed.preproc(1)_openml.seed1
mlr.classif.randomForest.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.randomForest.imputed.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.6913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.8869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2791
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
0.7285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9956
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.506
UserCPU time millis testing
0.534
UserCPU time millis training
2.972