Skip to content

Commit 312d071

Browse files
mhjensenmhjensen
committed
more on gradient boosting
1 parent 2c8fdf9 commit 312d071

62 files changed

Lines changed: 5331 additions & 385 deletions

File tree

Some content is hidden

Large Commits have some content hidden by default. Use the searchbox below for content that may be hidden.

‎doc/pub/DecisionTrees/html/._DecisionTrees-bs000.html‎

Lines changed: 11 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -120,10 +120,11 @@
120120
None,
121121
'___sec46'),
122122
('AdaBoost Examples', 2, None, '___sec47'),
123-
('Gradient boosting: Basic Algorithm', 2, None, '___sec48'),
124-
('Gradient Boosting, Examples', 2, None, '___sec49'),
125-
('Gradient Boots with Early Stopping', 2, None, '___sec50'),
126-
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec51')]}
123+
('Gradient boosting: Basics', 2, None, '___sec48'),
124+
('Gradient Boosting, algorithm', 2, None, '___sec49'),
125+
('Gradient Boosting, Examples', 2, None, '___sec50'),
126+
('Gradient Boots with Early Stopping', 2, None, '___sec51'),
127+
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec52')]}
127128
end of tocinfo -->
128129

129130
<body>
@@ -209,10 +210,11 @@
209210
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs046.html#___sec45" style="font-size: 80%;">Basic Steps of AdaBoost</a></li>
210211
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs047.html#___sec46" style="font-size: 80%;">Figure to Illustrate the Iterative Classification Process</a></li>
211212
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs048.html#___sec47" style="font-size: 80%;">AdaBoost Examples</a></li>
212-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basic Algorithm</a></li>
213-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
214-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
215-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
213+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basics</a></li>
214+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, algorithm</a></li>
215+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
216+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
217+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs053.html#___sec52" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
216218

217219
</ul>
218220
</li>
@@ -271,7 +273,7 @@
271273
<li><a href="._DecisionTrees-bs008.html">9</a></li>
272274
<li><a href="._DecisionTrees-bs009.html">10</a></li>
273275
<li><a href="">...</a></li>
274-
<li><a href="._DecisionTrees-bs052.html">53</a></li>
276+
<li><a href="._DecisionTrees-bs053.html">54</a></li>
275277
<li><a href="._DecisionTrees-bs001.html">&raquo;</a></li>
276278
</ul>
277279
<!-- ------------------- end of main content --------------- -->

‎doc/pub/DecisionTrees/html/._DecisionTrees-bs001.html‎

Lines changed: 11 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -120,10 +120,11 @@
120120
None,
121121
'___sec46'),
122122
('AdaBoost Examples', 2, None, '___sec47'),
123-
('Gradient boosting: Basic Algorithm', 2, None, '___sec48'),
124-
('Gradient Boosting, Examples', 2, None, '___sec49'),
125-
('Gradient Boots with Early Stopping', 2, None, '___sec50'),
126-
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec51')]}
123+
('Gradient boosting: Basics', 2, None, '___sec48'),
124+
('Gradient Boosting, algorithm', 2, None, '___sec49'),
125+
('Gradient Boosting, Examples', 2, None, '___sec50'),
126+
('Gradient Boots with Early Stopping', 2, None, '___sec51'),
127+
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec52')]}
127128
end of tocinfo -->
128129

129130
<body>
@@ -209,10 +210,11 @@
209210
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs046.html#___sec45" style="font-size: 80%;">Basic Steps of AdaBoost</a></li>
210211
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs047.html#___sec46" style="font-size: 80%;">Figure to Illustrate the Iterative Classification Process</a></li>
211212
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs048.html#___sec47" style="font-size: 80%;">AdaBoost Examples</a></li>
212-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basic Algorithm</a></li>
213-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
214-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
215-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
213+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basics</a></li>
214+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, algorithm</a></li>
215+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
216+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
217+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs053.html#___sec52" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
216218

217219
</ul>
218220
</li>
@@ -276,7 +278,7 @@ <h2 id="___sec0" class="anchor">Decision trees, overarching aims </h2>
276278
<li><a href="._DecisionTrees-bs009.html">10</a></li>
277279
<li><a href="._DecisionTrees-bs010.html">11</a></li>
278280
<li><a href="">...</a></li>
279-
<li><a href="._DecisionTrees-bs052.html">53</a></li>
281+
<li><a href="._DecisionTrees-bs053.html">54</a></li>
280282
<li><a href="._DecisionTrees-bs002.html">&raquo;</a></li>
281283
</ul>
282284
<!-- ------------------- end of main content --------------- -->

‎doc/pub/DecisionTrees/html/._DecisionTrees-bs002.html‎

Lines changed: 11 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -120,10 +120,11 @@
120120
None,
121121
'___sec46'),
122122
('AdaBoost Examples', 2, None, '___sec47'),
123-
('Gradient boosting: Basic Algorithm', 2, None, '___sec48'),
124-
('Gradient Boosting, Examples', 2, None, '___sec49'),
125-
('Gradient Boots with Early Stopping', 2, None, '___sec50'),
126-
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec51')]}
123+
('Gradient boosting: Basics', 2, None, '___sec48'),
124+
('Gradient Boosting, algorithm', 2, None, '___sec49'),
125+
('Gradient Boosting, Examples', 2, None, '___sec50'),
126+
('Gradient Boots with Early Stopping', 2, None, '___sec51'),
127+
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec52')]}
127128
end of tocinfo -->
128129

129130
<body>
@@ -209,10 +210,11 @@
209210
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs046.html#___sec45" style="font-size: 80%;">Basic Steps of AdaBoost</a></li>
210211
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs047.html#___sec46" style="font-size: 80%;">Figure to Illustrate the Iterative Classification Process</a></li>
211212
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs048.html#___sec47" style="font-size: 80%;">AdaBoost Examples</a></li>
212-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basic Algorithm</a></li>
213-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
214-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
215-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
213+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basics</a></li>
214+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, algorithm</a></li>
215+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
216+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
217+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs053.html#___sec52" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
216218

217219
</ul>
218220
</li>
@@ -254,7 +256,7 @@ <h2 id="___sec1" class="anchor">A typical Decision Tree with its pertinent Jargo
254256
<li><a href="._DecisionTrees-bs010.html">11</a></li>
255257
<li><a href="._DecisionTrees-bs011.html">12</a></li>
256258
<li><a href="">...</a></li>
257-
<li><a href="._DecisionTrees-bs052.html">53</a></li>
259+
<li><a href="._DecisionTrees-bs053.html">54</a></li>
258260
<li><a href="._DecisionTrees-bs003.html">&raquo;</a></li>
259261
</ul>
260262
<!-- ------------------- end of main content --------------- -->

‎doc/pub/DecisionTrees/html/._DecisionTrees-bs003.html‎

Lines changed: 11 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -120,10 +120,11 @@
120120
None,
121121
'___sec46'),
122122
('AdaBoost Examples', 2, None, '___sec47'),
123-
('Gradient boosting: Basic Algorithm', 2, None, '___sec48'),
124-
('Gradient Boosting, Examples', 2, None, '___sec49'),
125-
('Gradient Boots with Early Stopping', 2, None, '___sec50'),
126-
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec51')]}
123+
('Gradient boosting: Basics', 2, None, '___sec48'),
124+
('Gradient Boosting, algorithm', 2, None, '___sec49'),
125+
('Gradient Boosting, Examples', 2, None, '___sec50'),
126+
('Gradient Boots with Early Stopping', 2, None, '___sec51'),
127+
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec52')]}
127128
end of tocinfo -->
128129

129130
<body>
@@ -209,10 +210,11 @@
209210
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs046.html#___sec45" style="font-size: 80%;">Basic Steps of AdaBoost</a></li>
210211
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs047.html#___sec46" style="font-size: 80%;">Figure to Illustrate the Iterative Classification Process</a></li>
211212
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs048.html#___sec47" style="font-size: 80%;">AdaBoost Examples</a></li>
212-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basic Algorithm</a></li>
213-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
214-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
215-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
213+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basics</a></li>
214+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, algorithm</a></li>
215+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
216+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
217+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs053.html#___sec52" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
216218

217219
</ul>
218220
</li>
@@ -262,7 +264,7 @@ <h2 id="___sec2" class="anchor">General Features </h2>
262264
<li><a href="._DecisionTrees-bs011.html">12</a></li>
263265
<li><a href="._DecisionTrees-bs012.html">13</a></li>
264266
<li><a href="">...</a></li>
265-
<li><a href="._DecisionTrees-bs052.html">53</a></li>
267+
<li><a href="._DecisionTrees-bs053.html">54</a></li>
266268
<li><a href="._DecisionTrees-bs004.html">&raquo;</a></li>
267269
</ul>
268270
<!-- ------------------- end of main content --------------- -->

‎doc/pub/DecisionTrees/html/._DecisionTrees-bs004.html‎

Lines changed: 11 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -120,10 +120,11 @@
120120
None,
121121
'___sec46'),
122122
('AdaBoost Examples', 2, None, '___sec47'),
123-
('Gradient boosting: Basic Algorithm', 2, None, '___sec48'),
124-
('Gradient Boosting, Examples', 2, None, '___sec49'),
125-
('Gradient Boots with Early Stopping', 2, None, '___sec50'),
126-
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec51')]}
123+
('Gradient boosting: Basics', 2, None, '___sec48'),
124+
('Gradient Boosting, algorithm', 2, None, '___sec49'),
125+
('Gradient Boosting, Examples', 2, None, '___sec50'),
126+
('Gradient Boots with Early Stopping', 2, None, '___sec51'),
127+
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec52')]}
127128
end of tocinfo -->
128129

129130
<body>
@@ -209,10 +210,11 @@
209210
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs046.html#___sec45" style="font-size: 80%;">Basic Steps of AdaBoost</a></li>
210211
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs047.html#___sec46" style="font-size: 80%;">Figure to Illustrate the Iterative Classification Process</a></li>
211212
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs048.html#___sec47" style="font-size: 80%;">AdaBoost Examples</a></li>
212-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basic Algorithm</a></li>
213-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
214-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
215-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
213+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basics</a></li>
214+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, algorithm</a></li>
215+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
216+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
217+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs053.html#___sec52" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
216218

217219
</ul>
218220
</li>
@@ -263,7 +265,7 @@ <h2 id="___sec3" class="anchor">How do we set it up? </h2>
263265
<li><a href="._DecisionTrees-bs012.html">13</a></li>
264266
<li><a href="._DecisionTrees-bs013.html">14</a></li>
265267
<li><a href="">...</a></li>
266-
<li><a href="._DecisionTrees-bs052.html">53</a></li>
268+
<li><a href="._DecisionTrees-bs053.html">54</a></li>
267269
<li><a href="._DecisionTrees-bs005.html">&raquo;</a></li>
268270
</ul>
269271
<!-- ------------------- end of main content --------------- -->

‎doc/pub/DecisionTrees/html/._DecisionTrees-bs005.html‎

Lines changed: 11 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -120,10 +120,11 @@
120120
None,
121121
'___sec46'),
122122
('AdaBoost Examples', 2, None, '___sec47'),
123-
('Gradient boosting: Basic Algorithm', 2, None, '___sec48'),
124-
('Gradient Boosting, Examples', 2, None, '___sec49'),
125-
('Gradient Boots with Early Stopping', 2, None, '___sec50'),
126-
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec51')]}
123+
('Gradient boosting: Basics', 2, None, '___sec48'),
124+
('Gradient Boosting, algorithm', 2, None, '___sec49'),
125+
('Gradient Boosting, Examples', 2, None, '___sec50'),
126+
('Gradient Boots with Early Stopping', 2, None, '___sec51'),
127+
('XGBoost: Extreme Gradient Boosting', 2, None, '___sec52')]}
127128
end of tocinfo -->
128129

129130
<body>
@@ -209,10 +210,11 @@
209210
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs046.html#___sec45" style="font-size: 80%;">Basic Steps of AdaBoost</a></li>
210211
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs047.html#___sec46" style="font-size: 80%;">Figure to Illustrate the Iterative Classification Process</a></li>
211212
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs048.html#___sec47" style="font-size: 80%;">AdaBoost Examples</a></li>
212-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basic Algorithm</a></li>
213-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
214-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
215-
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
213+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs049.html#___sec48" style="font-size: 80%;">Gradient boosting: Basics</a></li>
214+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs050.html#___sec49" style="font-size: 80%;">Gradient Boosting, algorithm</a></li>
215+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs051.html#___sec50" style="font-size: 80%;">Gradient Boosting, Examples</a></li>
216+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs052.html#___sec51" style="font-size: 80%;">Gradient Boots with Early Stopping</a></li>
217+
<!-- navigation toc: --> <li><a href="._DecisionTrees-bs053.html#___sec52" style="font-size: 80%;">XGBoost: Extreme Gradient Boosting</a></li>
216218

217219
</ul>
218220
</li>
@@ -342,7 +344,7 @@ <h2 id="___sec4" class="anchor">Decision trees and Regression </h2>
342344
<li><a href="._DecisionTrees-bs013.html">14</a></li>
343345
<li><a href="._DecisionTrees-bs014.html">15</a></li>
344346
<li><a href="">...</a></li>
345-
<li><a href="._DecisionTrees-bs052.html">53</a></li>
347+
<li><a href="._DecisionTrees-bs053.html">54</a></li>
346348
<li><a href="._DecisionTrees-bs006.html">&raquo;</a></li>
347349
</ul>
348350
<!-- ------------------- end of main content --------------- -->

0 commit comments

Comments
 (0)