OpenML
8272325

Run 8272325

Task 145976 (Supervised Classification) diabetes 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)_k21
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
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7416
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
227.6772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7487
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8611
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1871.5019
UserCPU time millis
0.224
UserCPU time millis testing
0.219
UserCPU time millis training
0.005