Run
10452852

Run 10452852

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 08-05-2020 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_neighbors1
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
0.5884 ± 0.0611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6894 ± 0.0533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1677 ± 0.1206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0111 ± 0.1867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3182 ± 0.0602
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.6818 ± 0.0602
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6987 ± 0.0444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6818 ± 0.0602
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7916 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8764 ± 0.1655
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
0.5641 ± 0.0538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3246 ± 0.1253
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5884 ± 0.0611
Cross-validation details (10-fold Crossvalidation)