Changeset 54:2a1c28cec845 in orange-reliability for docs/rst/Orange.evaluation.reliability.rst


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Timestamp:
10/07/13 16:34:49 (6 months ago)
Author:
markotoplak
Branch:
default
Message:

Documentation updates.

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1 edited

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  • docs/rst/Orange.evaluation.reliability.rst

    r53 r54  
    1515 
    1616Reliability assessment aims to predict reliabilities of individual 
    17 predictions. Most of implemented algorithms for regression described in 
    18 [Bosnic2008]_ and in [Pevec2011]_ for classification. 
     17predictions. Most of the implemented algorithms for regression are described in 
     18[Bosnic2008]_; the algorithms for classification are described in [Pevec2011]_. 
    1919 
    20 We can use reliability estimation with any Orange learners. The following example: 
     20We can use reliability estimation with any prediction method. The following example: 
    2121 
    2222 * Constructs reliability estimators (implemented in this module), 
    23  * The :obj:`Learner` wrapper combines a regular learner, here a :obj:`~Orange.classification.knn.kNNLearner`, with reliability estimators. 
    24  * Obtains prediction probabilities from the constructed classifier 
    25    (:obj:`Orange.classification.Classifier.GetBoth` option). The resulting 
    26    probabilities have an additional attribute, :obj:`reliability_estimate`, 
     23 * The :obj:`Learner` wrapper combines a a prediction method (learner), here a :obj:`~Orange.classification.knn.kNNLearner`, with reliability estimators. 
     24 * Obtains prediction probabilities, which have an additional attribute,  
     25   :obj:`reliability_estimate`, 
    2726   that contains a list of :class:`Orange.evaluation.reliability.Estimate`. 
    2827 
     
    3029    :lines: 7- 
    3130 
    32 We could also evaluate more examples. The next example prints reliability estimates 
     31The next example prints reliability estimates 
    3332for first 10 instances (with cross-validation): 
    3433 
     
    117116 
    118117    A dictionary that that maps reliability estimation 
    119     method IDs (integerss) to method names (strings). 
     118    method IDs (integers) to method names (strings). 
    120119 
    121120.. autoclass:: Estimate 
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