Run
10045070

Run 10045070

Task 3982 (Supervised Classification) AP_Breast_Uterus 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
0.9631 ± 0.0347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9174 ± 0.0545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7898 ± 0.1387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
324.6196 ± 6.4734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1132 ± 0.0478
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Number of instances
468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9186 ± 0.0526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9167 ± 0.0554
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8356
Cross-validation details (10-fold Crossvalidation)
Recall
0.9167 ± 0.0554
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2904 ± 0.1227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4413 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2493 ± 0.0677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5648 ± 0.1525
Cross-validation details (10-fold Crossvalidation)