Run
8285230

Run 8285230

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)_k25
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
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.8106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.324
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
0.7359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4089
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1759.2905
UserCPU time millis
0.228
UserCPU time millis testing
0.222
UserCPU time millis training
0.006