Run
10160645

Run 10160645

Task 31 (Supervised Classification) credit-g Uploaded 06-04-2019 by ?? ????
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(37)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(37)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(37)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(37)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(37)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(37)_n_jobsnull
sklearn.neighbors.classification.KNeighborsClassifier(37)_n_neighbors6
sklearn.neighbors.classification.KNeighborsClassifier(37)_p2
sklearn.neighbors.classification.KNeighborsClassifier(37)_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
0.5754 ± 0.0619
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6191 ± 0.0366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0591 ± 0.0906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.5337 ± 6.5478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3978 ± 0.0222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6217 ± 0.0697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.685 ± 0.0357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.685 ± 0.0357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9469 ± 0.0528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4771 ± 0.0215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0412 ± 0.0469
Cross-validation details (10-fold Crossvalidation)