Run
10154689

Run 10154689

Task 9914 (Supervised Classification) wilt Uploaded 07-02-2019 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_neighbors10
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
0.965 ± 0.0221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9734 ± 0.0067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7126 ± 0.0807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2625.7387 ± 38.2703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.031 ± 0.0041
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
0.976 ± 0.0051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9762 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9762 ± 0.0051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3028 ± 0.0409
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
0.1293 ± 0.0131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5724 ± 0.0582
Cross-validation details (10-fold Crossvalidation)