Run
576424

Run 576424

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)_k38
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
0.7456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.275
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.9314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3022
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
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9199
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.259
UserCPU time millis testing
0.114
UserCPU time millis training
0.145