Run
10045048

Run 10045048

Task 3971 (Supervised Classification) AP_Colon_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
0.9887 ± 0.0099
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9633 ± 0.0173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9264 ± 0.0346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
505.269 ± 1.2973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
546
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9639 ± 0.0162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634 ± 0.0172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634 ± 0.0172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0756 ± 0.0214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1585 ± 0.0356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3174 ± 0.0714
Cross-validation details (10-fold Crossvalidation)