Run
8272122

Run 8272122

Task 145836 (Supervised Classification) blood-transfusion-service-center Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k1
mlr.classif.kknn(10)_openml.seed1
mlr.classif.kknn(10)_openml.kindMersenne-Twister
mlr.classif.kknn(10)_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
0.5668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-81.6794
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.357
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
0.6825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1213.7134
UserCPU time millis
0.136
UserCPU time millis testing
0.129
UserCPU time millis training
0.007