Run
10045096

Run 10045096

Task 3995 (Supervised Classification) OVA_Colon 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
0.9564 ± 0.0206
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9486 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8311 ± 0.039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1061.973 ± 5.5889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.081 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3019 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9492 ± 0.0116
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9482 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.692
Cross-validation details (10-fold Crossvalidation)
Recall
0.9482 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2684 ± 0.0318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3884 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2107 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5424 ± 0.0541
Cross-validation details (10-fold Crossvalidation)