Run
10464912

Run 10464912

Task 167141 (Supervised Classification) churn Uploaded 19-07-2020 by K Y
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Flow

sklearn.neighbors._classification.KNeighborsClassifier(3)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors._classification.KNeighborsClassifier(3)_algorithm"auto"
sklearn.neighbors._classification.KNeighborsClassifier(3)_leaf_size30
`, in which case only "nonzero" elements may be considered neighbors">sklearn.neighbors._classification.KNeighborsClassifier(3)_metric"minkowski"
sklearn.neighbors._classification.KNeighborsClassifier(3)_metric_paramsnull
sklearn.neighbors._classification.KNeighborsClassifier(3)_n_jobsnull
sklearn.neighbors._classification.KNeighborsClassifier(3)_n_neighbors5
sklearn.neighbors._classification.KNeighborsClassifier(3)_p2
sklearn.neighbors._classification.KNeighborsClassifier(3)_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
0.6253 ± 0.0308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8296 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1961 ± 0.0447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.1243 ± 0.0543
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2014 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2429 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8658 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8368 ± 0.0179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8658 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5879 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8293 ± 0.0327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3484 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3492 ± 0.008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0021 ± 0.0219
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5674 ± 0.0157
Cross-validation details (10-fold Crossvalidation)