Run
576520

Run 576520

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 01-06-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.kknn.preproc.preproc(1)Learner mlr.classif.kknn.preproc.preproc from package(s) !kknn.
mlr.classif.kknn.preproc.preproc(1)_k30
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
0.7385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.3475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3023
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
0.7543
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
0.3944
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9262
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.209
UserCPU time millis testing
0.088
UserCPU time millis training
0.121