Run
10045031

Run 10045031

Task 4667 (Supervised Classification) OVA_Breast 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
0.9507 ± 0.0237
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9329 ± 0.0184
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8025 ± 0.0547
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
10644.9669 ± 8.1983
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1056 ± 0.0151
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3464 ± 0.0015
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
15450
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9332 ± 0.0187
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9344 ± 0.0179
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9344 ± 0.0179
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.305 ± 0.0434
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.416 ± 0.0017
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2354 ± 0.0258
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5658 ± 0.0619
Cross-validation details (10 times 10-fold Crossvalidation)