Run
576500

Run 576500

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 01-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.kknn.preproc.preproc(1)Learner mlr.classif.kknn.preproc.preproc from package(s) !kknn.
mlr.classif.kknn.preproc.preproc(1)_k43
mlr.classif.kknn.preproc.preproc(1)_openml.seed1
mlr.classif.kknn.preproc.preproc(1)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc.preproc(1)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

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
0.7461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.2018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3039
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
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9191
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.216
UserCPU time millis testing
0.098
UserCPU time millis training
0.118