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  • docs/widgets/rst/classify/c45.rst

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    35 :code:`Classifier`, :code:`C45 Tree` and :code:`Classification Tree` are 
     35:obj:`Classifier`, :obj:`C45 Tree` and :obj:`Classification Tree` are 
    3636available only if examples are present on the input. Which of the latter two 
    3737output signals is active is determined by setting 
     
    6565The next block of options deals with splitting. C4.5 uses gain ratio by 
    6666default; to override this, check :obj:`Use information gain instead of ratio`, 
    67 which is equivalent to C4.5's command line option :code:`-g`. If you enable 
    68 :obj:`subsetting` (equivalent to :code:`-s`), C4.5 will merge values of 
     67which is equivalent to C4.5's command line option ``-g``. If you enable 
     68:obj:`Subsetting` (equivalent to ``-s``), C4.5 will merge values of 
    6969multivalued discrete attributes instead of creating one branch for each node. 
    70 :obj:`Probabilistic threshold for continuous attributes` (:code:`-p`) makes 
     70:obj:`Probabilistic threshold for continuous attributes` (``-p``) makes 
    7171C4.5 compute the lower and upper boundaries for values of continuous attributes 
    7272for which the number of misclassified examples would be within one standard 
     
    8383 
    8484The resulting classifier can be left in the original Quinlan's structure, as 
    85 returned by his underlying code, or :obj:`converted to orange the structure` 
     85returned by his underlying code, or :obj:`Converted to orange the structure` 
    8686that is used by Orange's tree induction algorithm. This setting decides which 
    87 of the two signals that output the tree - :code:`C45 Classifier` or 
    88 :code:`Tree Classifier` will be active. As Orange's structure is more general 
     87of the two signals that output the tree - :obj:`C45 Classifier` or 
     88:obj:`Tree Classifier` will be active. As Orange's structure is more general 
    8989and can easily accommodate all the data that C4.5 tree needs for 
    9090classification, we believe that the converted tree behave exactly the same as 
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