Run
10453299

Run 10453299

Task 31 (Supervised Classification) credit-g Uploaded 18-05-2020 by Shalu Tomar
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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_neighbors5
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
0.5792 ± 0.0522
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6287 ± 0.0479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0809 ± 0.1092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0031 ± 0.0652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3956 ± 0.0225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.657 ± 0.0577
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6177 ± 0.0524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.657 ± 0.0577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9415 ± 0.0536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4835 ± 0.0211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0551 ± 0.046
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.536 ± 0.0491
Cross-validation details (10-fold Crossvalidation)