Run
10559768

Run 10559768

Task 20 (Supervised Classification) mfeat-pixel Uploaded 03-03-2021 by Tan Zheng
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Flow

sklearn.neighbors._classification.KNeighborsClassifier(6)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors._classification.KNeighborsClassifier(6)_algorithm"auto"
sklearn.neighbors._classification.KNeighborsClassifier(6)_leaf_size30
sklearn.neighbors._classification.KNeighborsClassifier(6)_metric"minkowski"
sklearn.neighbors._classification.KNeighborsClassifier(6)_metric_paramsnull
sklearn.neighbors._classification.KNeighborsClassifier(6)_n_jobsnull
sklearn.neighbors._classification.KNeighborsClassifier(6)_n_neighbors5
sklearn.neighbors._classification.KNeighborsClassifier(6)_p2
sklearn.neighbors._classification.KNeighborsClassifier(6)_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.

18 Evaluation measures

Area under ROC curve
0.9957 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9765 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9739 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9749 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.007 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9765 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9768 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9765 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0387 ± 0.0096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0591 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1971 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.9765 ± 0.0088
Cross-validation details (10-fold Crossvalidation)