Run
10452844

Run 10452844

Task 37 (Supervised Classification) diabetes Uploaded 05-05-2020 by Tim Kraakman
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(42)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors.classification.KNeighborsClassifier(42)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(42)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(42)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(42)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(42)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(42)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(42)_p2
sklearn.neighbors.classification.KNeighborsClassifier(42)_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
0.742 ± 0.047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7188 ± 0.0422
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3729 ± 0.0913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2569 ± 0.0558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3326 ± 0.0222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.724 ± 0.0426
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.717 ± 0.0411
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.724 ± 0.0426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9331 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7317 ± 0.0489
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
0.4451 ± 0.0223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9337 ± 0.0473
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.6807 ± 0.0459
Cross-validation details (10-fold Crossvalidation)