Run
10045058

Run 10045058

Task 3976 (Supervised Classification) OVA_Endometrium 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
0.9284 ± 0.0786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9588 ± 0.0132
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4189 ± 0.1891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1160.7416 ± 62.3927
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0595 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0764 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9568 ± 0.0176
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9618 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2426
Cross-validation details (10-fold Crossvalidation)
Recall
0.9618 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7795 ± 0.1365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1947 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1685 ± 0.0219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.865 ± 0.0991
Cross-validation details (10-fold Crossvalidation)