Run
10045117

Run 10045117

Task 3934 (Supervised Classification) hepatitisC 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
0.8707 ± 0.0871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5601 ± 0.073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.1923 ± 5.6203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.082 ± 0.022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.164 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
Number of instances
283
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9011 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7235
Cross-validation details (10-fold Crossvalidation)
Recall
0.9011 ± 0.0218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5 ± 0.1443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2837 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2252 ± 0.0335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7935 ± 0.1227
Cross-validation details (10-fold Crossvalidation)