Run
10045034

Run 10045034

Task 3964 (Supervised Classification) OVA_Lung Uploaded 22-01-2019 by KANKAN LAN
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(33)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(33)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(33)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(33)_p2
sklearn.neighbors.classification.KNeighborsClassifier(33)_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
0.9063 ± 0.0399
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9598 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7072 ± 0.0828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
828.836 ± 18.2848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0479 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1503 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9633 ± 0.0102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9638 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4095
Cross-validation details (10-fold Crossvalidation)
Recall
0.9638 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3188 ± 0.0741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2737 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1734 ± 0.0223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6338 ± 0.079
Cross-validation details (10-fold Crossvalidation)