Run
7932250

Run 7932250

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_neighbors1
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.

17 Evaluation measures

Area under ROC curve
0.9565 ± 0.0349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9858 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9176 ± 0.0517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2878.9656 ± 19.8042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0057 ± 0.0035
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
0.9862 ± 0.0082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9859 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9859 ± 0.0087
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0809 ± 0.0497
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
0.0752 ± 0.0306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4034 ± 0.163
Cross-validation details (10-fold Crossvalidation)