Run
10044994

Run 10044994

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_neighbors6
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
0.9511 ± 0.0292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9751 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7336 ± 0.0798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2820.0307 ± 38.9015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0276 ± 0.0045
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
0.9771 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9775 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9775 ± 0.005
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2702 ± 0.0444
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
0.1252 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5544 ± 0.0626
Cross-validation details (10-fold Crossvalidation)