Run
10045098

Run 10045098

Task 3996 (Supervised Classification) AP_Ovary_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
0.8115 ± 0.1009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7212 ± 0.0882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4364 ± 0.1778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.25 ± 4.019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.336 ± 0.0529
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4738 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Number of instances
322
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7459 ± 0.0854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7174 ± 0.0891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.962
Cross-validation details (10-fold Crossvalidation)
Recall
0.7174 ± 0.0891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7093 ± 0.1131
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4866 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4409 ± 0.0562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9061 ± 0.1171
Cross-validation details (10-fold Crossvalidation)