Run
10432752

Run 10432752

Task 11 (Supervised Classification) balance-scale 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
0.932 ± 0.0097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8308 ± 0.0329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7216 ± 0.0711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5841 ± 0.0429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1436 ± 0.0182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8448 ± 0.0445
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8201 ± 0.0205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8448 ± 0.0445
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3181 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3781 ± 0.0475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2782 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6387 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.6111 ± 0.0314
Cross-validation details (10-fold Crossvalidation)