Run
10045042

Run 10045042

Task 3968 (Supervised Classification) OVA_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
0.974 ± 0.0153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9772 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9182 ± 0.0387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1320.9743 ± 6.2993
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0346 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2802 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9772 ± 0.0109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9773 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6548
Cross-validation details (10-fold Crossvalidation)
Recall
0.9773 ± 0.0107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1233 ± 0.0331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3741 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1436 ± 0.0276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.384 ± 0.0736
Cross-validation details (10-fold Crossvalidation)