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The Statistics::Contingency class helps you calculate several useful statistical measures based on 2x2 "contingency tables". These can be used for measures to help judge the results of automatic text categorization experiments, but they are useful in other situations as well.
12 lines
615 B
Plaintext
Executable File
12 lines
615 B
Plaintext
Executable File
The Statistics::Contingency class helps you calculate several useful
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statistical measures based on 2x2 "contingency tables". These can be
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used for measures to help judge the results of automatic text
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categorization experiments, but they are useful in other situations
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as well.
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The general usage flow is to tally a whole bunch of results in the
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Statistics::Contingency object, then query that object to obtain the
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measures you are interested in. When all results have been collected,
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you can get a report on accuracy, precision, recall, F1, and so on, with
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both macro-averaging and micro-averaging over categories.
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