Run
10045032

Run 10045032

Task 3963 (Supervised Classification) AP_Uterus_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
0.9874 ± 0.0199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9611 ± 0.025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9112 ± 0.0564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
338.3569 ± 1.9616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0505 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4376 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Number of instances
384
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9613 ± 0.0244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9609 ± 0.0251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9085
Cross-validation details (10-fold Crossvalidation)
Recall
0.9609 ± 0.0251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1154 ± 0.0477
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1771 ± 0.0548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3787 ± 0.1167
Cross-validation details (10-fold Crossvalidation)