Run
10045086

Run 10045086

Task 3990 (Supervised Classification) AP_Omentum_Ovary 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
0.7406 ± 0.0682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7262 ± 0.0631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3107 ± 0.1707
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.9962 ± 3.1917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3222 ± 0.0328
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4039 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Number of instances
275
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7228 ± 0.0745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7309 ± 0.0645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8576
Cross-validation details (10-fold Crossvalidation)
Recall
0.7309 ± 0.0645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7977 ± 0.0905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.449 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4252 ± 0.027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.947 ± 0.0712
Cross-validation details (10-fold Crossvalidation)