Run
10045081

Run 10045081

Task 4692 (Supervised Classification) AP_Colon_Ovary 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
0.9465 ± 0.032
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.886 ± 0.0383
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7622 ± 0.0796
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.6975 ± 0.0686
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1505 ± 0.0326
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4835 ± 0.0014
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4840
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.893 ± 0.0337
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.888 ± 0.0364
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.976 ± 0.0041
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.888 ± 0.0364
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3113 ± 0.0674
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4917 ± 0.0014
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2979 ± 0.045
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.606 ± 0.0914
Cross-validation details (10 times 10-fold Crossvalidation)