Run
8872329

Run 8872329

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 03-03-2018 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_neighbors10
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.

15 Evaluation measures

Area under ROC curve
0.7963 ± 0.0311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0179 ± 0.0387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-357.7525 ± 16.9658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0609 ± 0.0022
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)
Predictive accuracy
0.9081 ± 0.003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9081 ± 0.003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8706 ± 0.0259
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
0.1811 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9711 ± 0.0192
Cross-validation details (10-fold Crossvalidation)