Run
8857858

Run 8857858

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 18-02-2018 by Dejan Kljajic
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(21)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(21)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(21)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(21)_p2
sklearn.neighbors.classification.KNeighborsClassifier(21)_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.

17 Evaluation measures

Area under ROC curve
0.8585 ± 0.029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8815 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1878 ± 0.0598
Cross-validation details (10-fold Crossvalidation)
KB relative information score
253.0197 ± 19.214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0543 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0699 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Number of instances
3252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8749 ± 0.016
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9096 ± 0.0061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9096 ± 0.0061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.777 ± 0.0386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1864 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1782 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9555 ± 0.0249
Cross-validation details (10-fold Crossvalidation)