Run
7932267

Run 7932267

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 26-09-2017 by laavanyaa Balasubramanian
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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_neighbors8
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
0.8157 ± 0.0308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8663
Per class
Kappa
0.0384 ± 0.0418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-265.798 ± 18.7856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0596 ± 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
0.8343
Per class
Predictive accuracy
0.9068 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9068 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8527 ± 0.0285
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
0.18 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9655 ± 0.021
Cross-validation details (10-fold Crossvalidation)