Run
10432735

Run 10432735

Task 6 (Supervised Classification) letter Uploaded 13-12-2019 by Evan Peterson
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Flow

sklearn.neighbors._classification.KNeighborsClassifier(1)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors._classification.KNeighborsClassifier(1)_algorithm"auto"
sklearn.neighbors._classification.KNeighborsClassifier(1)_leaf_size30
`, in which case only "nonzero" elements may be considered neighbors">sklearn.neighbors._classification.KNeighborsClassifier(1)_metric"minkowski"
sklearn.neighbors._classification.KNeighborsClassifier(1)_metric_paramsnull
sklearn.neighbors._classification.KNeighborsClassifier(1)_n_jobsnull
sklearn.neighbors._classification.KNeighborsClassifier(1)_n_neighbors5
sklearn.neighbors._classification.KNeighborsClassifier(1)_p2
sklearn.neighbors._classification.KNeighborsClassifier(1)_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
0.9967 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9542 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9523 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9606 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0063 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9542 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9545 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9542 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998 ± 0
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0848 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0528 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2745 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.9539 ± 0.0039
Cross-validation details (10-fold Crossvalidation)