Run
10045050

Run 10045050

Task 3972 (Supervised Classification) OVA_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
0.8883 ± 0.0505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9222 ± 0.0194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4804 ± 0.119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-410.0279 ± 38.9855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.109 ± 0.0179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1481 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9234 ± 0.0201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.921 ± 0.0202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.405
Cross-validation details (10-fold Crossvalidation)
Recall
0.921 ± 0.0202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.736 ± 0.116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2717 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2393 ± 0.0207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8808 ± 0.0702
Cross-validation details (10-fold Crossvalidation)