Run
10045030

Run 10045030

Task 3962 (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
0.9503 ± 0.0311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9367 ± 0.0209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8139 ± 0.0596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1065.5281 ± 11.4854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1059 ± 0.0213
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9368 ± 0.0214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9379 ± 0.0212
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9379 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3057 ± 0.0614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2349 ± 0.0376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5647 ± 0.0902
Cross-validation details (10-fold Crossvalidation)