Run
6171

Run 6171

Task 59 (Supervised Classification) iris Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.NaiveBayesMultinomialUpdateable(1)Andrew Mccallum, Kamal Nigam: A Comparison of Event Models for Naive Bayes Text Classification. In: AAAI-98 Workshop on 'Learning for Text Categorization', 1998.

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.

19 Evaluation measures

Area under ROC curve
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.53
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.9933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3087
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_04, x86_64, Mac OS X, 10.9.2]
Precision
0.8385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.6867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6946
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7778
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1421.2619[1011.74052387291341230.8879775843013663.82799362268951350.21370516396952849.639140174555]