Run
10560036

Run 10560036

Task 23 (Supervised Classification) cmc Uploaded 13-08-2021 by Sergey Redyuk
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(43)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors.classification.KNeighborsClassifier(43)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(43)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(43)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(43)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(43)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(43)_n_neighbors1
sklearn.neighbors.classification.KNeighborsClassifier(43)_p2
sklearn.neighbors.classification.KNeighborsClassifier(43)_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
0.5744 ± 0.0365
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4483 ± 0.047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1457 ± 0.0715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2099 ± 0.0654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.368 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.4481 ± 0.0471
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4486 ± 0.0506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4481 ± 0.0471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.539 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8541 ± 0.0726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6066 ± 0.0263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.307 ± 0.0563
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.4283 ± 0.0455
Cross-validation details (10-fold Crossvalidation)