Reranker Framework (ReFr)
Reranking framework for structure prediction and discriminative language modeling
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Pages
kernel-function.H
Go to the documentation of this file.
1 // Copyright 2012, Google Inc.
2 // All rights reserved.
3 //
4 // Redistribution and use in source and binary forms, with or without
5 // modification, are permitted provided that the following conditions are
6 // met:
7 //
8 // * Redistributions of source code must retain the above copyright
9 // notice, this list of conditions and the following disclaimer.
10 // * Redistributions in binary form must reproduce the above
11 // copyright notice, this list of conditions and the following disclaimer
12 // in the documentation and/or other materials provided with the
13 // distribution.
14 // * Neither the name of Google Inc. nor the names of its
15 // contributors may be used to endorse or promote products derived from
16 // this software without specific prior written permission.
17 //
18 // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
19 // "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
20 // LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
21 // A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
22 // OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
23 // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
24 // LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
25 // DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
26 // THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
27 // (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
28 // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
29 // -----------------------------------------------------------------------------
30 //
31 //
35 
36 #ifndef RERANKER_KERNEL_FUNCTION_H_
37 #define RERANKER_KERNEL_FUNCTION_H_
38 
39 #include "feature-vector.H"
40 
41 namespace reranker {
42 
51  public:
52  virtual ~KernelFunction() { }
54  virtual double Apply(const FeatureVector<int,double> &fv1,
55  const FeatureVector<int,double> &fv2) {
56  return Apply(fv1, -1, fv2, -1);
57  }
58 
69  virtual double Apply(const FeatureVector<int,double> &fv1, int index1,
70  const FeatureVector<int,double> &fv2, int index2)
71  const = 0;
72 };
73 
74 } // namespace reranker
75 
76 #endif
virtual double Apply(const FeatureVector< int, double > &fv1, const FeatureVector< int, double > &fv2)
Applies this kernel function to the specified feature vectors.
Defines the reranker::FeatureVector class, which, as it happens, is used to store feature vectors...
An interface specifying a kernel function for two FeatureVector instances.