DEVELOPMENT... OpenML
Run
25728

Run 25728

Task 59 (Supervised Classification) iris Uploaded 05-10-2014 by Felicia West
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Flow

weka.NaiveBayesMultinomialUpdateable(2)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.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9672
Per class
Build CPU time
0.0004
Build memory
69899817.6
F measure
0.5978
Per class
Kappa
0.53
KB relative information score
62.9933
Mean absolute error
0.3087
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.4]
Precision
0.8385
Per class
Predictive accuracy
0.6867
Prior entropy
1.585
Recall
0.6867
Per class
Relative absolute error
0.6946
Root mean prior squared error
0.4714
Root mean squared error
0.3666
Root relative squared error
0.7778
SciMark benchmark
1605.4933[997.56399797818861229.3173932132963644.8899529872231302.90260734301963852.792423172592]