Run
10452854

Run 10452854

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 13-05-2020 by Marcos de Paula Bueno
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(40)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors.classification.KNeighborsClassifier(40)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(40)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(40)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(40)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(40)_n_jobsnull
sklearn.neighbors.classification.KNeighborsClassifier(40)_n_neighbors3
sklearn.neighbors.classification.KNeighborsClassifier(40)_p2
sklearn.neighbors.classification.KNeighborsClassifier(40)_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
0.6551 ± 0.0638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7206 ± 0.0603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2105 ± 0.1553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0162 ± 0.1356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3097 ± 0.0404
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7286 ± 0.0661
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7145 ± 0.0628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7286 ± 0.0661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7916 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8531 ± 0.1102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4549 ± 0.0412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0682 ± 0.0959
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5998 ± 0.0675
Cross-validation details (10-fold Crossvalidation)