Run
10045062

Run 10045062

Task 3978 (Supervised Classification) AP_Prostate_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
0.9842 ± 0.0307
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9878 ± 0.0159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9629 ± 0.0482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
302.5656 ± 1.992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0219 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3325 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Number of instances
329
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9878 ± 0.0147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9878 ± 0.0156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7443
Cross-validation details (10-fold Crossvalidation)
Recall
0.9878 ± 0.0156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0658 ± 0.0453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4071 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1135 ± 0.0672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2788 ± 0.1643
Cross-validation details (10-fold Crossvalidation)