Run
10044990

Run 10044990

Task 9914 (Supervised Classification) wilt Uploaded 20-01-2019 by Richard Isdahl
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(32)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(32)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(32)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(32)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(32)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(32)_n_jobsnull
sklearn.neighbors.classification.KNeighborsClassifier(32)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(32)_p2
sklearn.neighbors.classification.KNeighborsClassifier(32)_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
0.9494 ± 0.026
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9781 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.771 ± 0.0889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2928.1917 ± 38.7857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0262 ± 0.0047
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
0.9787 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9795 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9795 ± 0.0063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2568 ± 0.0465
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
0.1244 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5508 ± 0.0644
Cross-validation details (10-fold Crossvalidation)