91 | | <a name="l00063"></a>00063 <span class="comment">// it_assert_debug(!x,"MixEF::MixEF : Incompatible components");</span> |
92 | | <a name="l00064"></a>00064 epdfs ( i ) = & ( <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i )->posterior() ); |
93 | | <a name="l00065"></a>00065 } |
94 | | <a name="l00066"></a>00066 <span class="comment">// last in the product is the weight</span> |
95 | | <a name="l00067"></a>00067 epdfs ( <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ) = & ( <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a>.<a class="code" href="classbdm_1_1multiBM.html#31ff93f89473f099e489b9e1dc8d9513" title="reimplemnetation of BM::posterior()">posterior</a>() ); |
96 | | <a name="l00068"></a>00068 <a class="code" href="classbdm_1_1MixEF.html#9413fb7f1836237aac807fb9f245e4f6" title="Posterior on component parameters.">est</a>-><a class="code" href="classbdm_1_1eprod.html#7f0f526ddcd028c5edaecf250ef780f6" title="Set internal.">set_parameters</a> ( epdfs, <span class="keyword">false</span> ); |
97 | | <a name="l00069"></a>00069 } |
98 | | <a name="l00070"></a>00070 } |
99 | | <a name="l00071"></a>00071 |
100 | | <a name="l00072"></a>00072 <span class="keyword">public</span>: |
101 | | <a name="l00074"></a><a class="code" href="classbdm_1_1MixEF.html#4efe67d414ff34a1e7534004fd061241">00074</a> <a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984" title="Constructor of empty mixture.">MixEF</a> ( <span class="keyword">const</span> Array<BMEF*> &Coms0, <span class="keyword">const</span> vec &alpha0 ) : |
102 | | <a name="l00075"></a>00075 <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> ( ), <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ( Coms0.length() ), <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ), |
103 | | <a name="l00076"></a>00076 <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> (), <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ( QB ) { |
104 | | <a name="l00077"></a>00077 <span class="comment">// it_assert_debug ( n>0,"MixEF::MixEF : Empty Component list" );</span> |
105 | | <a name="l00078"></a>00078 |
106 | | <a name="l00079"></a>00079 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i < <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a>; i++ ) { |
107 | | <a name="l00080"></a>00080 <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ) = ( <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a>* ) Coms0 ( i )->_copy_(); |
108 | | <a name="l00081"></a>00081 } |
109 | | <a name="l00082"></a>00082 <a class="code" href="classbdm_1_1MixEF.html#d74a8d1370c63c93ec554908ae3e6006" title="Auxiliary function for use in constructors.">build_est</a>(); |
110 | | <a name="l00083"></a>00083 }; |
111 | | <a name="l00085"></a><a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984">00085</a> <a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984" title="Constructor of empty mixture.">MixEF</a> () : |
112 | | <a name="l00086"></a>00086 <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> ( ), <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ( 0 ), <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( 0 ), |
113 | | <a name="l00087"></a>00087 <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> (), <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ( QB ) { |
114 | | <a name="l00088"></a>00088 <a class="code" href="classbdm_1_1MixEF.html#d74a8d1370c63c93ec554908ae3e6006" title="Auxiliary function for use in constructors.">build_est</a>(); |
115 | | <a name="l00089"></a>00089 } |
116 | | <a name="l00091"></a><a class="code" href="classbdm_1_1MixEF.html#9577de85c3e3481f7c0e23cf8f87c482">00091</a> <a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984" title="Constructor of empty mixture.">MixEF</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1MixEF.html" title="Mixture of Exponential Family Densities.">MixEF</a> &M2 ) : <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> ( ), <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ( M2.<a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ), <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ), |
117 | | <a name="l00092"></a>00092 <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> ( M2.<a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> ), <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ( M2.<a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ) { |
118 | | <a name="l00093"></a>00093 <span class="comment">// it_assert_debug ( n>0,"MixEF::MixEF : Empty Component list" );</span> |
119 | | <a name="l00094"></a>00094 |
120 | | <a name="l00095"></a>00095 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i < <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a>; i++ ) { |
121 | | <a name="l00096"></a>00096 <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ) = M2.<a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i )->_copy_(); |
122 | | <a name="l00097"></a>00097 } |
123 | | <a name="l00098"></a>00098 <a class="code" href="classbdm_1_1MixEF.html#d74a8d1370c63c93ec554908ae3e6006" title="Auxiliary function for use in constructors.">build_est</a>(); |
124 | | <a name="l00099"></a>00099 } |
125 | | <a name="l00104"></a>00104 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#0c2a50789b30769964a909d217125ed2">init</a> ( <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a>* Com0, <span class="keyword">const</span> mat &Data, <span class="keywordtype">int</span> c = 5 ); |
126 | | <a name="l00105"></a>00105 <span class="comment">//Destructor</span> |
127 | | <a name="l00106"></a>00106 ~<a class="code" href="classbdm_1_1MixEF.html" title="Mixture of Exponential Family Densities.">MixEF</a>() { |
128 | | <a name="l00107"></a>00107 <span class="keyword">delete</span> <a class="code" href="classbdm_1_1MixEF.html#9413fb7f1836237aac807fb9f245e4f6" title="Posterior on component parameters.">est</a>; |
129 | | <a name="l00108"></a>00108 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i < <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a>; i++ ) { |
130 | | <a name="l00109"></a>00109 <span class="keyword">delete</span> <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ); |
131 | | <a name="l00110"></a>00110 } |
132 | | <a name="l00111"></a>00111 } |
133 | | <a name="l00113"></a>00113 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#5bd7da667da183eed1577f11dff0c1f1" title="Recursive EM-like algorithm (QB-variant), see Karny et. al, 2006.">bayes</a> ( <span class="keyword">const</span> vec &dt ); |
134 | | <a name="l00115"></a>00115 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#5bd7da667da183eed1577f11dff0c1f1" title="Recursive EM-like algorithm (QB-variant), see Karny et. al, 2006.">bayes</a> ( <span class="keyword">const</span> mat &dt ); |
135 | | <a name="l00116"></a>00116 <span class="keywordtype">void</span> bayesB ( <span class="keyword">const</span> mat &dt, <span class="keyword">const</span> vec &wData ); |
136 | | <a name="l00117"></a>00117 <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1MixEF.html#da724da464a75e07521941e430929efa">logpred</a> ( <span class="keyword">const</span> vec &dt ) <span class="keyword">const</span>; |
137 | | <a name="l00118"></a>00118 <span class="keyword">const</span> epdf& posterior()<span class="keyword"> const </span>{ |
138 | | <a name="l00119"></a>00119 <span class="keywordflow">return</span> *<a class="code" href="classbdm_1_1MixEF.html#9413fb7f1836237aac807fb9f245e4f6" title="Posterior on component parameters.">est</a>; |
139 | | <a name="l00120"></a>00120 } |
140 | | <a name="l00121"></a>00121 emix* <a class="code" href="classbdm_1_1MixEF.html#edc50e9640f049b846084748b18469a2" title="Constructs a predictive density .">epredictor</a>() <span class="keyword">const</span>; |
141 | | <a name="l00123"></a>00123 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#f0dfb4375fef4e61c4cb062e5bac7c8c" title="Flatten the density as if it was not estimated from the data.">flatten</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1BMEF.html#2def512872ed8a4fc3b702371ec0be55" title="Default constructor (=empty constructor).">BMEF</a>* M2 ); |
142 | | <a name="l00125"></a><a class="code" href="classbdm_1_1MixEF.html#251ef6fc51757712693da5faae5317c9">00125</a> <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a>* <a class="code" href="classbdm_1_1MixEF.html#251ef6fc51757712693da5faae5317c9" title="Access function.">_Coms</a> ( <span class="keywordtype">int</span> i ) { |
143 | | <a name="l00126"></a>00126 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ); |
144 | | <a name="l00127"></a>00127 } |
145 | | <a name="l00128"></a>00128 |
146 | | <a name="l00130"></a><a class="code" href="classbdm_1_1MixEF.html#664529d52cc667383b39eeb440ccd577">00130</a> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#664529d52cc667383b39eeb440ccd577" title="Set which method is to be used.">set_method</a> ( MixEF_METHOD M ) { |
147 | | <a name="l00131"></a>00131 <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> = M; |
148 | | <a name="l00132"></a>00132 } |
149 | | <a name="l00133"></a>00133 }; |
150 | | <a name="l00134"></a>00134 |
151 | | <a name="l00135"></a>00135 } |
152 | | <a name="l00136"></a>00136 <span class="preprocessor">#endif // MIXTURES_H</span> |
153 | | <a name="l00137"></a>00137 <span class="preprocessor"></span> |
154 | | <a name="l00138"></a>00138 |
| 91 | <a name="l00063"></a>00063 epdfs ( i ) = & ( <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i )->posterior() ); |
| 92 | <a name="l00064"></a>00064 } |
| 93 | <a name="l00065"></a>00065 <span class="comment">// last in the product is the weight</span> |
| 94 | <a name="l00066"></a>00066 epdfs ( <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ) = & ( <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a>.<a class="code" href="classbdm_1_1multiBM.html#31ff93f89473f099e489b9e1dc8d9513" title="reimplemnetation of BM::posterior()">posterior</a>() ); |
| 95 | <a name="l00067"></a>00067 <a class="code" href="classbdm_1_1MixEF.html#9413fb7f1836237aac807fb9f245e4f6" title="Posterior on component parameters.">est</a>-><a class="code" href="classbdm_1_1eprod.html#7f0f526ddcd028c5edaecf250ef780f6" title="Set internal.">set_parameters</a> ( epdfs, <span class="keyword">false</span> ); |
| 96 | <a name="l00068"></a>00068 } |
| 97 | <a name="l00069"></a>00069 } |
| 98 | <a name="l00070"></a>00070 |
| 99 | <a name="l00071"></a>00071 <span class="keyword">public</span>: |
| 100 | <a name="l00073"></a><a class="code" href="classbdm_1_1MixEF.html#4efe67d414ff34a1e7534004fd061241">00073</a> <a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984" title="Constructor of empty mixture.">MixEF</a> ( <span class="keyword">const</span> Array<BMEF*> &Coms0, <span class="keyword">const</span> vec &alpha0 ) : |
| 101 | <a name="l00074"></a>00074 <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> ( ), <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ( Coms0.length() ), <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ), |
| 102 | <a name="l00075"></a>00075 <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> (), <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ( QB ) { |
| 103 | <a name="l00076"></a>00076 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i < <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a>; i++ ) { |
| 104 | <a name="l00077"></a>00077 <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ) = ( <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a>* ) Coms0 ( i )->_copy_(); |
| 105 | <a name="l00078"></a>00078 } |
| 106 | <a name="l00079"></a>00079 <a class="code" href="classbdm_1_1MixEF.html#d74a8d1370c63c93ec554908ae3e6006" title="Auxiliary function for use in constructors.">build_est</a>(); |
| 107 | <a name="l00080"></a>00080 } |
| 108 | <a name="l00081"></a>00081 |
| 109 | <a name="l00083"></a><a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984">00083</a> <a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984" title="Constructor of empty mixture.">MixEF</a> () : |
| 110 | <a name="l00084"></a>00084 <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> ( ), <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ( 0 ), <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( 0 ), |
| 111 | <a name="l00085"></a>00085 <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> (), <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ( QB ) { |
| 112 | <a name="l00086"></a>00086 <a class="code" href="classbdm_1_1MixEF.html#d74a8d1370c63c93ec554908ae3e6006" title="Auxiliary function for use in constructors.">build_est</a>(); |
| 113 | <a name="l00087"></a>00087 } |
| 114 | <a name="l00089"></a><a class="code" href="classbdm_1_1MixEF.html#9577de85c3e3481f7c0e23cf8f87c482">00089</a> <a class="code" href="classbdm_1_1MixEF.html#0266854387338ba757e6192d62907984" title="Constructor of empty mixture.">MixEF</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1MixEF.html" title="Mixture of Exponential Family Densities.">MixEF</a> &M2 ) : <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a> ( ), <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ( M2.<a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ), <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a> ), |
| 115 | <a name="l00090"></a>00090 <a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> ( M2.<a class="code" href="classbdm_1_1MixEF.html#e39faa70cebadc3296bd249040105e86" title="Statistics for weights.">weights</a> ), <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ( M2.<a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> ) { |
| 116 | <a name="l00091"></a>00091 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i < <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a>; i++ ) { |
| 117 | <a name="l00092"></a>00092 <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ) = M2.<a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i )->_copy_(); |
| 118 | <a name="l00093"></a>00093 } |
| 119 | <a name="l00094"></a>00094 <a class="code" href="classbdm_1_1MixEF.html#d74a8d1370c63c93ec554908ae3e6006" title="Auxiliary function for use in constructors.">build_est</a>(); |
| 120 | <a name="l00095"></a>00095 } |
| 121 | <a name="l00096"></a>00096 |
| 122 | <a name="l00101"></a>00101 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#0c2a50789b30769964a909d217125ed2">init</a> ( <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a>* Com0, <span class="keyword">const</span> mat &Data, <span class="keywordtype">int</span> c = 5 ); |
| 123 | <a name="l00102"></a>00102 <span class="comment">//Destructor</span> |
| 124 | <a name="l00103"></a>00103 ~<a class="code" href="classbdm_1_1MixEF.html" title="Mixture of Exponential Family Densities.">MixEF</a>() { |
| 125 | <a name="l00104"></a>00104 <span class="keyword">delete</span> <a class="code" href="classbdm_1_1MixEF.html#9413fb7f1836237aac807fb9f245e4f6" title="Posterior on component parameters.">est</a>; |
| 126 | <a name="l00105"></a>00105 <span class="keywordflow">for</span> ( <span class="keywordtype">int</span> i = 0; i < <a class="code" href="classbdm_1_1MixEF.html#38ca1d86e977d1c38810a3c95bf074a5" title="Number of components.">n</a>; i++ ) { |
| 127 | <a name="l00106"></a>00106 <span class="keyword">delete</span> <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ); |
| 128 | <a name="l00107"></a>00107 } |
| 129 | <a name="l00108"></a>00108 } |
| 130 | <a name="l00110"></a>00110 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#5bd7da667da183eed1577f11dff0c1f1" title="Recursive EM-like algorithm (QB-variant), see Karny et. al, 2006.">bayes</a> ( <span class="keyword">const</span> vec &dt ); |
| 131 | <a name="l00112"></a>00112 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#5bd7da667da183eed1577f11dff0c1f1" title="Recursive EM-like algorithm (QB-variant), see Karny et. al, 2006.">bayes</a> ( <span class="keyword">const</span> mat &dt ); |
| 132 | <a name="l00113"></a>00113 <span class="keywordtype">void</span> bayesB ( <span class="keyword">const</span> mat &dt, <span class="keyword">const</span> vec &wData ); |
| 133 | <a name="l00114"></a>00114 <span class="keywordtype">double</span> <a class="code" href="classbdm_1_1MixEF.html#da724da464a75e07521941e430929efa">logpred</a> ( <span class="keyword">const</span> vec &dt ) <span class="keyword">const</span>; |
| 134 | <a name="l00115"></a>00115 <span class="keyword">const</span> epdf& posterior()<span class="keyword"> const </span>{ |
| 135 | <a name="l00116"></a>00116 <span class="keywordflow">return</span> *<a class="code" href="classbdm_1_1MixEF.html#9413fb7f1836237aac807fb9f245e4f6" title="Posterior on component parameters.">est</a>; |
| 136 | <a name="l00117"></a>00117 } |
| 137 | <a name="l00118"></a>00118 emix* <a class="code" href="classbdm_1_1MixEF.html#edc50e9640f049b846084748b18469a2" title="Constructs a predictive density .">epredictor</a>() <span class="keyword">const</span>; |
| 138 | <a name="l00120"></a>00120 <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#f0dfb4375fef4e61c4cb062e5bac7c8c" title="Flatten the density as if it was not estimated from the data.">flatten</a> ( <span class="keyword">const</span> <a class="code" href="classbdm_1_1BMEF.html#2def512872ed8a4fc3b702371ec0be55" title="Default constructor (=empty constructor).">BMEF</a>* M2 ); |
| 139 | <a name="l00122"></a><a class="code" href="classbdm_1_1MixEF.html#251ef6fc51757712693da5faae5317c9">00122</a> <a class="code" href="classbdm_1_1BMEF.html" title="Estimator for Exponential family.">BMEF</a>* <a class="code" href="classbdm_1_1MixEF.html#251ef6fc51757712693da5faae5317c9" title="Access function.">_Coms</a> ( <span class="keywordtype">int</span> i ) { |
| 140 | <a name="l00123"></a>00123 <span class="keywordflow">return</span> <a class="code" href="classbdm_1_1MixEF.html#90c21ab5a2af56d4b49e2eaef6eccc08" title="Models for Components of .">Coms</a> ( i ); |
| 141 | <a name="l00124"></a>00124 } |
| 142 | <a name="l00125"></a>00125 |
| 143 | <a name="l00127"></a><a class="code" href="classbdm_1_1MixEF.html#664529d52cc667383b39eeb440ccd577">00127</a> <span class="keywordtype">void</span> <a class="code" href="classbdm_1_1MixEF.html#664529d52cc667383b39eeb440ccd577" title="Set which method is to be used.">set_method</a> ( MixEF_METHOD M ) { |
| 144 | <a name="l00128"></a>00128 <a class="code" href="classbdm_1_1MixEF.html#a2376ddadb7573532404452d0c2dd28a" title="Flag for a method that is used in the inference.">method</a> = M; |
| 145 | <a name="l00129"></a>00129 } |
| 146 | <a name="l00130"></a>00130 }; |
| 147 | <a name="l00131"></a>00131 |
| 148 | <a name="l00132"></a>00132 } |
| 149 | <a name="l00133"></a>00133 <span class="preprocessor">#endif // MIXTURES_H</span> |
| 150 | <a name="l00134"></a>00134 <span class="preprocessor"></span> |
| 151 | <a name="l00135"></a>00135 |