Run
10044997

Run 10044997

Task 9914 (Supervised Classification) wilt Uploaded 21-01-2019 by Richard Isdahl
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(34)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(34)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(34)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(34)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(34)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(34)_n_jobsnull
sklearn.neighbors.classification.KNeighborsClassifier(34)_n_neighbors7
sklearn.neighbors.classification.KNeighborsClassifier(34)_p2
sklearn.neighbors.classification.KNeighborsClassifier(34)_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
0.9528 ± 0.0292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9777 ± 0.0076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7642 ± 0.0912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2745.1762 ± 40.2275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0286 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9791 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9795 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9795 ± 0.0058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2796 ± 0.0449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1263 ± 0.0148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5591 ± 0.0658
Cross-validation details (10-fold Crossvalidation)