Esempio n. 1
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def supervised_leaf_top_down_mpe(node,
                                 input_vals,
                                 data=None,
                                 lls_per_node=None):
    if len(input_vals) == 0:
        return None

    mpe_ids = np.isnan(data[input_vals, node.scope])

    mode_data = leaf_predict_mode(node, data[input_vals[mpe_ids], :])

    get_mpe_top_down_leaf(node, input_vals, data=data, mode=mode_data[:, 0])
Esempio n. 2
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def piecewise_top_down(node, input_vals, lls_per_node, data=None):
    get_mpe_top_down_leaf(node,
                          input_vals,
                          data=data,
                          mode=piecewise_mode(node))
Esempio n. 3
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File: MPE.py Progetto: AmurG/SPFlow 
 def param_td_fn(node, input_vals, data=None, lls_per_node=None):
     get_mpe_top_down_leaf(
         node,
         input_vals,
         data=data,
         mode=mode_func(node))
Esempio n. 4
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def histogram_top_down(node, input_vals, data=None):
    get_mpe_top_down_leaf(node, input_vals, data=data, mode=histogram_mode(node))