Run
8867791

Run 8867791

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 01-03-2018 by Joaquin Vanschoren
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(20)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors7
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_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
0.8304 ± 0.0339
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8669
Per class
Kappa
0.0486 ± 0.0406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-154.7375 ± 19.9262
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0583 ± 0.0023
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
0.8484
Per class
Predictive accuracy
0.905 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.905 ± 0.0053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8335 ± 0.0295
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
0.1795 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9629 ± 0.0216
Cross-validation details (10-fold Crossvalidation)