Run
10464909

Run 10464909

Task 3957 (Supervised Classification) AP_Endometrium_Breast 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
0.9749 ± 0.0272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523 ± 0.0336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8102 ± 0.131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6592 ± 0.08
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0691 ± 0.0172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2571 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9531 ± 0.0317
Cross-validation details (10-fold Crossvalidation)
Number of instances
405
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.952 ± 0.0337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9531 ± 0.0317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6114 ± 0.0181
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2689 ± 0.0643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3577 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1912 ± 0.0423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5345 ± 0.1166
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.8915 ± 0.0824
Cross-validation details (10-fold Crossvalidation)