Run
10452846

Run 10452846

Task 38 (Supervised Classification) ecoli Uploaded 05-05-2020 by Tim Kraakman
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(42)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors.classification.KNeighborsClassifier(42)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(42)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(42)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(42)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(42)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(42)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(42)_p2
sklearn.neighbors.classification.KNeighborsClassifier(42)_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.

16 Evaluation measures

Area under ROC curve
0.9491 ± 0.0295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8104 ± 0.0867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7652 ± 0.0743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0509 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8631 ± 0.0635
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8631 ± 0.0635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1906 ± 0.118
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2784 ± 0.0623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1695 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5619 ± 0.0984
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.627