Run
10587951

Run 10587951

Task 37 (Supervised Classification) diabetes Uploaded 22-09-2022 by Laurens Krudde
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Flow

sklearn.neighbors._classification.KNeighborsClassifier(13)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors._classification.KNeighborsClassifier(13)_algorithm"auto"
sklearn.neighbors._classification.KNeighborsClassifier(13)_leaf_size30
sklearn.neighbors._classification.KNeighborsClassifier(13)_metric"minkowski"
sklearn.neighbors._classification.KNeighborsClassifier(13)_metric_paramsnull
sklearn.neighbors._classification.KNeighborsClassifier(13)_n_jobsnull
sklearn.neighbors._classification.KNeighborsClassifier(13)_n_neighbors11
sklearn.neighbors._classification.KNeighborsClassifier(13)_p2
sklearn.neighbors._classification.KNeighborsClassifier(13)_weights"uniform"

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.

18 Evaluation measures

Area under ROC curve
0.7874 ± 0.0328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7369 ± 0.0309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4115 ± 0.0727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2755 ± 0.0337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3308 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7435 ± 0.0271
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7364 ± 0.031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7435 ± 0.0271
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9331 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.728 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4184 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8777 ± 0.0325
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.6974 ± 0.0395
Cross-validation details (10-fold Crossvalidation)