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@@ -151,14 +151,14 @@ For the reading assignments we use the following abbreviations:
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- Hastie et al sections 9.1 and 9.2. Geron's text chapter 6 (Decision trees)
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### Week 45 November 7-11
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- Lab Wednesday: Work on project 2, project 3 available.
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- Lecture Thursday: Ensemble methods, bagging and random forests
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- Lab Wednesday: Work on project 2, project 3 available November 11.
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- Lecture Thursday: Ensemble methods, bagging and random forests, boosting.
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- Video of Lecture at
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- Lecture Friday: Boosting and gradient boosting
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- Lecture Friday: Adaptive boosting and gradient boosting, summary of decision trees and ensemble methods
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- Video of Lecture at
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- Reading recommendations:
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- See lecture notes for week 45 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
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- Hastie et al chapter 10
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- Hastie et al chapter 10 and Geron chapters 5 and 6
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### Week 46 November 14-18
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- Lab Wednesday: Work on project 3
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@@ -760,13 +760,13 @@ const thebe_selector_output = ".output, .cell_output"
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<div class="section" id="week-45-november-7-11">
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<h3>Week 45 November 7-11<a class="headerlink" href="#week-45-november-7-11" title="Permalink to this headline">¶</a></h3>
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<ul class="simple">
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<li><p>Lab Wednesday: Work on project 2, project 3 available.</p></li>
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<li><p>Lecture Thursday: Ensemble methods, bagging and random forests</p>
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<li><p>Lab Wednesday: Work on project 2, project 3 available November 11.</p></li>
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<li><p>Lecture Thursday: Ensemble methods, bagging and random forests, boosting.</p>
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<ul>
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<li><p>Video of Lecture at</p></li>
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</ul>
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</li>
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<li><p>Lecture Friday: Boosting and gradient boosting</p>
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<li><p>Lecture Friday: Adaptive boosting and gradient boosting, summary of decision trees and ensemble methods</p>
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<ul>
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<li><p>Video of Lecture at</p></li>
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</ul>
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@@ -774,7 +774,7 @@ const thebe_selector_output = ".output, .cell_output"
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<li><p>Reading recommendations:</p>
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<ul>
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<li><p>See lecture notes for week 45 at <a class="reference external" href="https://compphysics.github.io/MachineLearning/doc/web/course.html">https://compphysics.github.io/MachineLearning/doc/web/course.html</a>.</p></li>
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<li><p>Hastie et al chapter 10</p></li>
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<li><p>Hastie et al chapter 10 and Geron chapters 5 and 6</p></li>
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</ul>
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</li>
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</ul>
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@@ -151,14 +151,14 @@ For the reading assignments we use the following abbreviations:
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- Hastie et al sections 9.1 and 9.2. Geron's text chapter 6 (Decision trees)
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### Week 45 November 7-11
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- Lab Wednesday: Work on project 2, project 3 available.
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- Lecture Thursday: Ensemble methods, bagging and random forests
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- Lab Wednesday: Work on project 2, project 3 available November 11.
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- Lecture Thursday: Ensemble methods, bagging and random forests, boosting.
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- Video of Lecture at
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- Lecture Friday: Boosting and gradient boosting
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- Lecture Friday: Adaptive boosting and gradient boosting, summary of decision trees and ensemble methods
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- Video of Lecture at
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- Reading recommendations:
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- See lecture notes for week 45 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
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- Hastie et al chapter 10
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- Hastie et al chapter 10 and Geron chapters 5 and 6
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### Week 46 November 14-18
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- Lab Wednesday: Work on project 3
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