Run
8285232

Run 8285232

Task 145976 (Supervised Classification) diabetes Uploaded 28-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k11
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
0.7955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.2531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3148
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
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.88
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.5675
UserCPU time millis
0.219
UserCPU time millis testing
0.213
UserCPU time millis training
0.006