Run
10045044

Run 10045044

Task 3969 (Supervised Classification) AP_Colon_Prostate 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
0.9759 ± 0.0345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9887 ± 0.0147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9636 ± 0.0473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
328.382 ± 1.5726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0197 ± 0.0145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3142 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Number of instances
355
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9887 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9887 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.9887 ± 0.0144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0628 ± 0.0461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1177 ± 0.0674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2975 ± 0.17
Cross-validation details (10-fold Crossvalidation)