Run
10045094

Run 10045094

Task 3994 (Supervised Classification) AP_Colon_Uterus 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
0.9787 ± 0.0229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9434 ± 0.0371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8649 ± 0.0887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.0815 ± 3.3785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.08 ± 0.0334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4223 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Number of instances
410
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9436 ± 0.0355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9439 ± 0.0364
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8854
Cross-validation details (10-fold Crossvalidation)
Recall
0.9439 ± 0.0364
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1894 ± 0.0784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2067 ± 0.064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4501 ± 0.1379
Cross-validation details (10-fold Crossvalidation)