Run
10045072

Run 10045072

Task 3983 (Supervised Classification) AP_Ovary_Kidney 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
0.9814 ± 0.0179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9519 ± 0.0323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9019 ± 0.066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
403.7743 ± 2.4697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0598 ± 0.0279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4909 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.952 ± 0.0321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.952 ± 0.0322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9869
Cross-validation details (10-fold Crossvalidation)
Recall
0.952 ± 0.0322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1219 ± 0.0569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.189 ± 0.0589
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3815 ± 0.1187
Cross-validation details (10-fold Crossvalidation)