Run
10045064

Run 10045064

Task 3979 (Supervised Classification) AP_Breast_Colon 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
0.9708 ± 0.0242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.927 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.853 ± 0.0602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
502.8652 ± 3.7213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1048 ± 0.0299
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
630
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9273 ± 0.0294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.927 ± 0.0301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.927 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2113 ± 0.0602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.238 ± 0.0511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.478 ± 0.1024
Cross-validation details (10-fold Crossvalidation)