Run
10587770

Run 10587770

Task 37 (Supervised Classification) diabetes Uploaded 21-04-2022 by Neha Vinayak
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Flow

sklearn.neighbors._classification.KNeighborsClassifier(9)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors._classification.KNeighborsClassifier(9)_algorithm"auto"
sklearn.neighbors._classification.KNeighborsClassifier(9)_leaf_size30
sklearn.neighbors._classification.KNeighborsClassifier(9)_metric"minkowski"
sklearn.neighbors._classification.KNeighborsClassifier(9)_metric_paramsnull
sklearn.neighbors._classification.KNeighborsClassifier(9)_n_jobsnull
sklearn.neighbors._classification.KNeighborsClassifier(9)_n_neighbors3
sklearn.neighbors._classification.KNeighborsClassifier(9)_p2
sklearn.neighbors._classification.KNeighborsClassifier(9)_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
0.7206 ± 0.0496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7 ± 0.0399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3363 ± 0.0863
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2575 ± 0.0607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3299 ± 0.0251
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7018 ± 0.0397
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6986 ± 0.0386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7018 ± 0.0397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9331 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7258 ± 0.0552
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
0.4649 ± 0.0292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9754 ± 0.0619
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.6663 ± 0.0448
Cross-validation details (10-fold Crossvalidation)