Run
7932253

Run 7932253

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 26-09-2017 by Qing Cai
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(13)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(13)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(13)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(13)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(13)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(13)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(13)_n_neighbors2
sklearn.neighbors.classification.KNeighborsClassifier(13)_p2
sklearn.neighbors.classification.KNeighborsClassifier(13)_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
0.9261 ± 0.038
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2049 ± 0.0601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1523.8891 ± 28.7165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0353 ± 0.0043
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
0.9145 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9145 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.505 ± 0.0605
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
0.1414 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7583 ± 0.0594
Cross-validation details (10-fold Crossvalidation)