Run
9199750

Run 9199750

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 03-05-2018 by Jan van Rijn
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Flow

sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imput er,estimator=sklearn.naive_bayes.GaussianNB)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.imputation.Imputer(20)_axis0
sklearn.preprocessing.imputation.Imputer(20)_copytrue
sklearn.preprocessing.imputation.Imputer(20)_missing_values"NaN"
sklearn.preprocessing.imputation.Imputer(20)_strategy"median"
sklearn.preprocessing.imputation.Imputer(20)_verbose0
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.naive_bayes.GaussianNB)(1)_memorynull
sklearn.naive_bayes.GaussianNB(8)_priorsnull

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
0.9729 ± 0.0027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5281 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2327 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1869.3032 ± 17.1349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4056 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
11055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7857 ± 0.002
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5851 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.5851 ± 0.0076
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8218 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6274 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2629 ± 0.0108
Cross-validation details (10-fold Crossvalidation)