Run
10045090

Run 10045090

Task 3992 (Supervised Classification) AP_Breast_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
0.9807 ± 0.0235
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9618 ± 0.0191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.922 ± 0.0391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
538.5406 ± 2.4936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.056 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4904 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Number of instances
604
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9622 ± 0.0191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9619 ± 0.019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9861
Cross-validation details (10-fold Crossvalidation)
Recall
0.9619 ± 0.019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1141 ± 0.0427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4951 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1818 ± 0.0515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3671 ± 0.1042
Cross-validation details (10-fold Crossvalidation)