From 9aab5f878145279297b1aeec3d10d0a12ef4abfe Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Sat, 9 Nov 2024 08:24:20 -0500 Subject: [PATCH] update week 46 --- doc/pub/week46/html/._week46-bs000.html | 4 +- doc/pub/week46/html/._week46-bs001.html | 11 +- doc/pub/week46/html/week46-bs.html | 4 +- doc/pub/week46/html/week46-reveal.html | 20 +- doc/pub/week46/html/week46-solarized.html | 17 +- doc/pub/week46/html/week46.html | 17 +- doc/pub/week46/ipynb/ipynb-week46-src.tar.gz | Bin 294343 -> 294343 bytes doc/pub/week46/ipynb/week46.ipynb | 340 +++++++++---------- doc/src/week46/week46.do.txt | 13 +- 9 files changed, 206 insertions(+), 220 deletions(-) diff --git a/doc/pub/week46/html/._week46-bs000.html b/doc/pub/week46/html/._week46-bs000.html index dc7a4c9a6..7d6ec133d 100644 --- a/doc/pub/week46/html/._week46-bs000.html +++ b/doc/pub/week46/html/._week46-bs000.html @@ -337,7 +337,7 @@ MathJax.Hub.Config({
-

Week 46, November 13-17

+

Week 46, November 11-15


@@ -376,7 +376,7 @@ MathJax.Hub.Config({ -->
- © 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license + © 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
diff --git a/doc/pub/week46/html/._week46-bs001.html b/doc/pub/week46/html/._week46-bs001.html index 546ad2c19..11ff2ba1b 100644 --- a/doc/pub/week46/html/._week46-bs001.html +++ b/doc/pub/week46/html/._week46-bs001.html @@ -325,12 +325,11 @@ MathJax.Hub.Config({
- +
@@ -339,9 +338,9 @@ MathJax.Hub.Config({
  • Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
  • Readings and Videos:
    • diff --git a/doc/pub/week46/html/week46-bs.html b/doc/pub/week46/html/week46-bs.html index dc7a4c9a6..7d6ec133d 100644 --- a/doc/pub/week46/html/week46-bs.html +++ b/doc/pub/week46/html/week46-bs.html @@ -337,7 +337,7 @@ MathJax.Hub.Config({
    -

    Week 46, November 13-17

    +

    Week 46, November 11-15


    @@ -376,7 +376,7 @@ MathJax.Hub.Config({ -->
    - © 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license + © 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
    diff --git a/doc/pub/week46/html/week46-reveal.html b/doc/pub/week46/html/week46-reveal.html index 7468c6c57..9aeab11f1 100644 --- a/doc/pub/week46/html/week46-reveal.html +++ b/doc/pub/week46/html/week46-reveal.html @@ -184,13 +184,13 @@ MathJax.Hub.Config({
    -

    Week 46, November 13-17

    +

    Week 46, November 11-15


    - © 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license + © 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
    @@ -202,15 +202,13 @@ MathJax.Hub.Config({

      -

    • Work and Discussion of project 2
      • - -

    • Discussion of project 3 as well
      • +

    • Work and Discussion of project 3
    - +
    -Material for the lecture on Thursday November 16, 2023 +Material for the lecture on Monday November 11, 2024

      @@ -219,11 +217,9 @@ MathJax.Hub.Config({

    • Readings and Videos:
        • -

      • These lecture notes
        • - -

      • Video of lecture
        • - -

      • Whiteboard notes
        • +

      • These lecture notes + +

      • Video on Decision trees
        • diff --git a/doc/pub/week46/html/week46-solarized.html b/doc/pub/week46/html/week46-solarized.html index 8f84cfd6e..96c5accba 100644 --- a/doc/pub/week46/html/week46-solarized.html +++ b/doc/pub/week46/html/week46-solarized.html @@ -276,7 +276,7 @@ MathJax.Hub.Config({
        -

        Week 46, November 13-17

        +

        Week 46, November 11-15


        @@ -287,22 +287,21 @@ MathJax.Hub.Config({ Active learning sessions on Tuesday and Wednesday

          -
        • Work and Discussion of project 2
          • -
        • Discussion of project 3 as well
          • +
        • Work and Discussion of project 3
    - +
    -Material for the lecture on Thursday November 16, 2023 +Material for the lecture on Monday November 11, 2024

    • Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
    • Readings and Videos:
      • @@ -2632,7 +2631,7 @@ plt.show()
      - © 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license + © 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
      diff --git a/doc/pub/week46/html/week46.html b/doc/pub/week46/html/week46.html index ce711275d..1a6fe4b1b 100644 --- a/doc/pub/week46/html/week46.html +++ b/doc/pub/week46/html/week46.html @@ -353,7 +353,7 @@ MathJax.Hub.Config({
      -

      Week 46, November 13-17

      +

      Week 46, November 11-15


      @@ -364,22 +364,21 @@ MathJax.Hub.Config({ Active learning sessions on Tuesday and Wednesday

        -
      • Work and Discussion of project 2
        • -
      • Discussion of project 3 as well
        • +
      • Work and Discussion of project 3
    - +
    -Material for the lecture on Thursday November 16, 2023 +Material for the lecture on Monday November 11, 2024

    • Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
    • Readings and Videos:
      • @@ -2709,7 +2708,7 @@ plt.show()
      - © 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license + © 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
      diff --git a/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz b/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz index 92709377127a7ceb83ffa4884ca27415c5f73674..047a55532e8f0c93883672af729941d4aab592a3 100644 GIT binary patch delta 31 mcmX^9Tk!aAK@RzD4u+B>{q#nTRu0Bi4yINP=B*qo`)dKUTM7UG delta 31 ncmX^9Tk!aAK@RzD4u%sM;i-)rtsIQ4989eo%v(8F_SXUczY7Y0 diff --git a/doc/pub/week46/ipynb/week46.ipynb b/doc/pub/week46/ipynb/week46.ipynb index 87bc2f83d..f33583050 100644 --- a/doc/pub/week46/ipynb/week46.ipynb +++ b/doc/pub/week46/ipynb/week46.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f9935da5", + "id": "67bdde82", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "0b990b1c", + "id": "c0775dab", "metadata": { "editable": true }, @@ -22,12 +22,12 @@ "# Week 46: Decision Trees, Ensemble methods and Random Forests\n", "**Morten Hjorth-Jensen**, Department of Physics, University of Oslo and Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University\n", "\n", - "Date: **Week 46, November 13-17**" + "Date: **Week 46, November 11-15**" ] }, { "cell_type": "markdown", - "id": "71e9f143", + "id": "abf525c5", "metadata": { "editable": true }, @@ -36,23 +36,17 @@ "\n", "**Active learning sessions on Tuesday and Wednesday.**\n", "\n", - " * Work and Discussion of project 2\n", + " * Work and Discussion of project 3\n", "\n", - " * Discussion of project 3 as well\n", - "\n", - " \n", - "\n", - "**Material for the lecture on Thursday November 16, 2023.**\n", + "**Material for the lecture on Monday November 11, 2024.**\n", "\n", " * Thursday: Basics of decision trees, classification and regression algorithms and ensemble models \n", "\n", " * Readings and Videos:\n", "\n", " * These lecture notes\n", - "\n", - " * [Video of lecture](https://youtu.be/PMswUwhYa7k)\n", - "\n", - " * [Whiteboard notes](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf) \n", + "\n", + "\n", "\n", " * [Video on Decision trees](https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn)\n", "\n", @@ -61,7 +55,7 @@ }, { "cell_type": "markdown", - "id": "00b82c38", + "id": "542fa9f5", "metadata": { "editable": true }, @@ -92,7 +86,7 @@ }, { "cell_type": "markdown", - "id": "c733808f", + "id": "a8af6f7a", "metadata": { "editable": true }, @@ -112,7 +106,7 @@ }, { "cell_type": "markdown", - "id": "2b60a24e", + "id": "d539dc6f", "metadata": { "editable": true }, @@ -130,7 +124,7 @@ }, { "cell_type": "markdown", - "id": "1a8dc5f7", + "id": "fc2fb33b", "metadata": { "editable": true }, @@ -153,7 +147,7 @@ }, { "cell_type": "markdown", - "id": "188465ed", + "id": "2176d896", "metadata": { "editable": true }, @@ -176,7 +170,7 @@ }, { "cell_type": "markdown", - "id": "7f927d1c", + "id": "f62e5e09", "metadata": { "editable": true }, @@ -187,7 +181,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "92377283", + "id": "e5135375", "metadata": { "collapsed": false, "editable": true @@ -288,7 +282,7 @@ }, { "cell_type": "markdown", - "id": "9defc5e7", + "id": "5d04b485", "metadata": { "editable": true }, @@ -310,7 +304,7 @@ }, { "cell_type": "markdown", - "id": "97bfeb0f", + "id": "2c6bfe18", "metadata": { "editable": true }, @@ -322,7 +316,7 @@ }, { "cell_type": "markdown", - "id": "60e3b6f5", + "id": "9a163cbc", "metadata": { "editable": true }, @@ -333,7 +327,7 @@ }, { "cell_type": "markdown", - "id": "6a950a77", + "id": "08a5a42f", "metadata": { "editable": true }, @@ -355,7 +349,7 @@ }, { "cell_type": "markdown", - "id": "b7aa91ac", + "id": "b5cdd8a3", "metadata": { "editable": true }, @@ -368,7 +362,7 @@ }, { "cell_type": "markdown", - "id": "ecfe94f2", + "id": "b58f0a9e", "metadata": { "editable": true }, @@ -380,7 +374,7 @@ }, { "cell_type": "markdown", - "id": "b4970af3", + "id": "c0c2de05", "metadata": { "editable": true }, @@ -390,7 +384,7 @@ }, { "cell_type": "markdown", - "id": "85bd3a40", + "id": "9194077e", "metadata": { "editable": true }, @@ -402,7 +396,7 @@ }, { "cell_type": "markdown", - "id": "1ea5b535", + "id": "de7e374e", "metadata": { "editable": true }, @@ -412,7 +406,7 @@ }, { "cell_type": "markdown", - "id": "b5672b44", + "id": "98702974", "metadata": { "editable": true }, @@ -424,7 +418,7 @@ }, { "cell_type": "markdown", - "id": "999be0b7", + "id": "875ddc6d", "metadata": { "editable": true }, @@ -457,7 +451,7 @@ }, { "cell_type": "markdown", - "id": "ac6a5d56", + "id": "d81c07ed", "metadata": { "editable": true }, @@ -481,7 +475,7 @@ }, { "cell_type": "markdown", - "id": "63deb833", + "id": "95da32e4", "metadata": { "editable": true }, @@ -493,7 +487,7 @@ }, { "cell_type": "markdown", - "id": "9f4c860f", + "id": "6dc8b1d9", "metadata": { "editable": true }, @@ -505,7 +499,7 @@ }, { "cell_type": "markdown", - "id": "fd542b6e", + "id": "1efd0d7a", "metadata": { "editable": true }, @@ -533,7 +527,7 @@ }, { "cell_type": "markdown", - "id": "c5099f78", + "id": "bf68d5dc", "metadata": { "editable": true }, @@ -559,7 +553,7 @@ }, { "cell_type": "markdown", - "id": "88e2ce13", + "id": "97243bf8", "metadata": { "editable": true }, @@ -582,7 +576,7 @@ }, { "cell_type": "markdown", - "id": "9fab855d", + "id": "9c630d9b", "metadata": { "editable": true }, @@ -609,7 +603,7 @@ }, { "cell_type": "markdown", - "id": "8dc57784", + "id": "3de66805", "metadata": { "editable": true }, @@ -628,7 +622,7 @@ }, { "cell_type": "markdown", - "id": "3a23d427", + "id": "040ffa64", "metadata": { "editable": true }, @@ -640,7 +634,7 @@ }, { "cell_type": "markdown", - "id": "78e66687", + "id": "44fc9230", "metadata": { "editable": true }, @@ -653,7 +647,7 @@ }, { "cell_type": "markdown", - "id": "9157055f", + "id": "d8c28596", "metadata": { "editable": true }, @@ -665,7 +659,7 @@ }, { "cell_type": "markdown", - "id": "259d56c7", + "id": "d0adfc55", "metadata": { "editable": true }, @@ -675,7 +669,7 @@ }, { "cell_type": "markdown", - "id": "66f8ee1a", + "id": "c92297c2", "metadata": { "editable": true }, @@ -687,7 +681,7 @@ }, { "cell_type": "markdown", - "id": "7478d6d0", + "id": "2883519c", "metadata": { "editable": true }, @@ -697,7 +691,7 @@ }, { "cell_type": "markdown", - "id": "30737ebf", + "id": "e316bc8f", "metadata": { "editable": true }, @@ -709,7 +703,7 @@ }, { "cell_type": "markdown", - "id": "c145a6a4", + "id": "b917670b", "metadata": { "editable": true }, @@ -720,7 +714,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "c04064d0", + "id": "f7a2d11f", "metadata": { "collapsed": false, "editable": true @@ -764,7 +758,7 @@ }, { "cell_type": "markdown", - "id": "da6433b2", + "id": "c42d8285", "metadata": { "editable": true }, @@ -775,7 +769,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "7a884220", + "id": "c16cdcb2", "metadata": { "collapsed": false, "editable": true @@ -810,7 +804,7 @@ }, { "cell_type": "markdown", - "id": "4dfa7512", + "id": "3f344ca7", "metadata": { "editable": true }, @@ -823,7 +817,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "bc172ee1", + "id": "c72b0197", "metadata": { "collapsed": false, "editable": true @@ -841,7 +835,7 @@ }, { "cell_type": "markdown", - "id": "b7996538", + "id": "36cc2989", "metadata": { "editable": true }, @@ -855,7 +849,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "18c69627", + "id": "44c69d46", "metadata": { "collapsed": false, "editable": true @@ -874,7 +868,7 @@ }, { "cell_type": "markdown", - "id": "1d734081", + "id": "77f98dbe", "metadata": { "editable": true }, @@ -894,7 +888,7 @@ }, { "cell_type": "markdown", - "id": "17e0e2f9", + "id": "f9666035", "metadata": { "editable": true }, @@ -911,7 +905,7 @@ }, { "cell_type": "markdown", - "id": "73fc933b", + "id": "ff889058", "metadata": { "editable": true }, @@ -923,7 +917,7 @@ }, { "cell_type": "markdown", - "id": "f8ca9923", + "id": "e6da37eb", "metadata": { "editable": true }, @@ -940,7 +934,7 @@ }, { "cell_type": "markdown", - "id": "feb6fee3", + "id": "a1f35060", "metadata": { "editable": true }, @@ -953,7 +947,7 @@ }, { "cell_type": "markdown", - "id": "24b0aea3", + "id": "2f3924c4", "metadata": { "editable": true }, @@ -965,7 +959,7 @@ }, { "cell_type": "markdown", - "id": "8a01610a", + "id": "b1bde85f", "metadata": { "editable": true }, @@ -975,7 +969,7 @@ }, { "cell_type": "markdown", - "id": "9c28e4ab", + "id": "fb855713", "metadata": { "editable": true }, @@ -987,7 +981,7 @@ }, { "cell_type": "markdown", - "id": "76dc3641", + "id": "66339bd0", "metadata": { "editable": true }, @@ -997,7 +991,7 @@ }, { "cell_type": "markdown", - "id": "60f57c10", + "id": "14daf8e3", "metadata": { "editable": true }, @@ -1009,7 +1003,7 @@ }, { "cell_type": "markdown", - "id": "8c3e3601", + "id": "794b504b", "metadata": { "editable": true }, @@ -1022,7 +1016,7 @@ }, { "cell_type": "markdown", - "id": "0be42f06", + "id": "861284a6", "metadata": { "editable": true }, @@ -1037,7 +1031,7 @@ }, { "cell_type": "markdown", - "id": "42ed666b", + "id": "cdadb69f", "metadata": { "editable": true }, @@ -1063,7 +1057,7 @@ }, { "cell_type": "markdown", - "id": "4ab2f2b9", + "id": "1f58c6d7", "metadata": { "editable": true }, @@ -1091,7 +1085,7 @@ }, { "cell_type": "markdown", - "id": "df7b209e", + "id": "3c717bbb", "metadata": { "editable": true }, @@ -1108,7 +1102,7 @@ }, { "cell_type": "markdown", - "id": "0f77f79d", + "id": "32d0ed5a", "metadata": { "editable": true }, @@ -1122,7 +1116,7 @@ }, { "cell_type": "markdown", - "id": "737f4e14", + "id": "53939fa8", "metadata": { "editable": true }, @@ -1138,7 +1132,7 @@ }, { "cell_type": "markdown", - "id": "e2c139d1", + "id": "4f1c2024", "metadata": { "editable": true }, @@ -1149,7 +1143,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "d0089709", + "id": "654d289c", "metadata": { "collapsed": false, "editable": true @@ -1220,7 +1214,7 @@ }, { "cell_type": "markdown", - "id": "5f185aef", + "id": "3c3397ba", "metadata": { "editable": true }, @@ -1264,7 +1258,7 @@ }, { "cell_type": "markdown", - "id": "fe73a991", + "id": "aa715f26", "metadata": { "editable": true }, @@ -1275,7 +1269,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "9b082c47", + "id": "1e5e4994", "metadata": { "collapsed": false, "editable": true @@ -1353,7 +1347,7 @@ }, { "cell_type": "markdown", - "id": "df9287bb", + "id": "04aa59ee", "metadata": { "editable": true }, @@ -1371,7 +1365,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "00d95a16", + "id": "a5967a70", "metadata": { "collapsed": false, "editable": true @@ -1442,7 +1436,7 @@ }, { "cell_type": "markdown", - "id": "b6452b51", + "id": "35fe03c0", "metadata": { "editable": true }, @@ -1453,7 +1447,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "3a98b310", + "id": "e2acb95e", "metadata": { "collapsed": false, "editable": true @@ -1471,7 +1465,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "1f8e183f", + "id": "a14b663a", "metadata": { "collapsed": false, "editable": true @@ -1486,7 +1480,7 @@ }, { "cell_type": "markdown", - "id": "6c91981e", + "id": "73267836", "metadata": { "editable": true }, @@ -1497,7 +1491,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "c9b69f54", + "id": "8e623ca7", "metadata": { "collapsed": false, "editable": true @@ -1547,7 +1541,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "53db8f73", + "id": "8122c3d2", "metadata": { "collapsed": false, "editable": true @@ -1586,7 +1580,7 @@ }, { "cell_type": "markdown", - "id": "3be38ddf", + "id": "8033c42a", "metadata": { "editable": true }, @@ -1610,7 +1604,7 @@ }, { "cell_type": "markdown", - "id": "e4aaab5f", + "id": "ab3f3a5e", "metadata": { "editable": true }, @@ -1638,7 +1632,7 @@ }, { "cell_type": "markdown", - "id": "0010cb58", + "id": "d9eefd54", "metadata": { "editable": true }, @@ -1669,7 +1663,7 @@ }, { "cell_type": "markdown", - "id": "f3a71c11", + "id": "bb415687", "metadata": { "editable": true }, @@ -1685,7 +1679,7 @@ }, { "cell_type": "markdown", - "id": "aef5e772", + "id": "a290205e", "metadata": { "editable": true }, @@ -1709,7 +1703,7 @@ }, { "cell_type": "markdown", - "id": "a30b02f8", + "id": "e8582171", "metadata": { "editable": true }, @@ -1740,7 +1734,7 @@ }, { "cell_type": "markdown", - "id": "3afd02ed", + "id": "52ba3995", "metadata": { "editable": true }, @@ -1751,7 +1745,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "4a1b7a89", + "id": "aeaf0af0", "metadata": { "collapsed": false, "editable": true @@ -1799,7 +1793,7 @@ }, { "cell_type": "markdown", - "id": "0c32e96d", + "id": "63a8f601", "metadata": { "editable": true }, @@ -1810,7 +1804,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "4d1c99f7", + "id": "8727ca95", "metadata": { "collapsed": false, "editable": true @@ -1844,7 +1838,7 @@ }, { "cell_type": "markdown", - "id": "e0e3f1dc", + "id": "ee71410b", "metadata": { "editable": true }, @@ -1857,7 +1851,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "c3d00f7d", + "id": "f62cf981", "metadata": { "collapsed": false, "editable": true @@ -1910,7 +1904,7 @@ }, { "cell_type": "markdown", - "id": "f0d12f2c", + "id": "772578c9", "metadata": { "editable": true }, @@ -1921,7 +1915,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "1bbde2a9", + "id": "9e4253fd", "metadata": { "collapsed": false, "editable": true @@ -1951,7 +1945,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "80a82744", + "id": "860448b3", "metadata": { "collapsed": false, "editable": true @@ -1969,7 +1963,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "65c732b4", + "id": "ee4f9275", "metadata": { "collapsed": false, "editable": true @@ -1989,7 +1983,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "956f7ec5", + "id": "44355932", "metadata": { "collapsed": false, "editable": true @@ -2006,7 +2000,7 @@ }, { "cell_type": "markdown", - "id": "ee527167", + "id": "074c75f7", "metadata": { "editable": true }, @@ -2028,7 +2022,7 @@ }, { "cell_type": "markdown", - "id": "354baed9", + "id": "33558861", "metadata": { "editable": true }, @@ -2060,7 +2054,7 @@ }, { "cell_type": "markdown", - "id": "fc1a2451", + "id": "b87d3014", "metadata": { "editable": true }, @@ -2074,7 +2068,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "129bb9fb", + "id": "b25a836a", "metadata": { "collapsed": false, "editable": true @@ -2143,7 +2137,7 @@ }, { "cell_type": "markdown", - "id": "170b00ab", + "id": "f0de561d", "metadata": { "editable": true }, @@ -2166,7 +2160,7 @@ }, { "cell_type": "markdown", - "id": "58a4aa65", + "id": "402c87d9", "metadata": { "editable": true }, @@ -2178,7 +2172,7 @@ }, { "cell_type": "markdown", - "id": "a5ed07c1", + "id": "5cf76397", "metadata": { "editable": true }, @@ -2203,7 +2197,7 @@ }, { "cell_type": "markdown", - "id": "c5369edb", + "id": "c8ffb2dd", "metadata": { "editable": true }, @@ -2229,7 +2223,7 @@ }, { "cell_type": "markdown", - "id": "4355c5ad", + "id": "69aee3a6", "metadata": { "editable": true }, @@ -2240,7 +2234,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "0fbcd18f", + "id": "0b6facd5", "metadata": { "collapsed": false, "editable": true @@ -2312,7 +2306,7 @@ }, { "cell_type": "markdown", - "id": "4072de62", + "id": "d4f07fc9", "metadata": { "editable": true }, @@ -2328,7 +2322,7 @@ }, { "cell_type": "markdown", - "id": "481673fb", + "id": "8d9746e1", "metadata": { "editable": true }, @@ -2339,7 +2333,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "d5fe5939", + "id": "e4feb59f", "metadata": { "collapsed": false, "editable": true @@ -2354,7 +2348,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "7ee6160d", + "id": "3823d947", "metadata": { "collapsed": false, "editable": true @@ -2372,7 +2366,7 @@ }, { "cell_type": "markdown", - "id": "3a6e484c", + "id": "c3f4910b", "metadata": { "editable": true }, @@ -2392,7 +2386,7 @@ }, { "cell_type": "markdown", - "id": "ed91ea28", + "id": "afadf508", "metadata": { "editable": true }, @@ -2406,7 +2400,7 @@ }, { "cell_type": "markdown", - "id": "9ab6f212", + "id": "bfa9d857", "metadata": { "editable": true }, @@ -2418,7 +2412,7 @@ }, { "cell_type": "markdown", - "id": "288a57f1", + "id": "20f9ce68", "metadata": { "editable": true }, @@ -2435,7 +2429,7 @@ }, { "cell_type": "markdown", - "id": "d0ea7a14", + "id": "4309dddc", "metadata": { "editable": true }, @@ -2447,7 +2441,7 @@ }, { "cell_type": "markdown", - "id": "faa1b446", + "id": "9cba9e5c", "metadata": { "editable": true }, @@ -2461,7 +2455,7 @@ }, { "cell_type": "markdown", - "id": "a20c6de5", + "id": "956c60d8", "metadata": { "editable": true }, @@ -2473,7 +2467,7 @@ }, { "cell_type": "markdown", - "id": "17800601", + "id": "376e2ecb", "metadata": { "editable": true }, @@ -2486,7 +2480,7 @@ }, { "cell_type": "markdown", - "id": "7b59e224", + "id": "7fa345bc", "metadata": { "editable": true }, @@ -2498,7 +2492,7 @@ }, { "cell_type": "markdown", - "id": "f5917a9a", + "id": "66bbeabc", "metadata": { "editable": true }, @@ -2508,7 +2502,7 @@ }, { "cell_type": "markdown", - "id": "8d2101f2", + "id": "c3b768db", "metadata": { "editable": true }, @@ -2536,7 +2530,7 @@ }, { "cell_type": "markdown", - "id": "65f77895", + "id": "031aa027", "metadata": { "editable": true }, @@ -2552,7 +2546,7 @@ }, { "cell_type": "markdown", - "id": "28b76851", + "id": "91d4919f", "metadata": { "editable": true }, @@ -2564,7 +2558,7 @@ }, { "cell_type": "markdown", - "id": "985ccfb2", + "id": "ec6cf9c8", "metadata": { "editable": true }, @@ -2575,7 +2569,7 @@ }, { "cell_type": "markdown", - "id": "05d75812", + "id": "66f611fb", "metadata": { "editable": true }, @@ -2587,7 +2581,7 @@ }, { "cell_type": "markdown", - "id": "9cfc5c74", + "id": "c81db0d9", "metadata": { "editable": true }, @@ -2597,7 +2591,7 @@ }, { "cell_type": "markdown", - "id": "3833eb7b", + "id": "88491fa7", "metadata": { "editable": true }, @@ -2609,7 +2603,7 @@ }, { "cell_type": "markdown", - "id": "3fca374c", + "id": "cdef57c5", "metadata": { "editable": true }, @@ -2619,7 +2613,7 @@ }, { "cell_type": "markdown", - "id": "aeb623d7", + "id": "d56db2ac", "metadata": { "editable": true }, @@ -2631,7 +2625,7 @@ }, { "cell_type": "markdown", - "id": "f8e542a2", + "id": "ea3f8b60", "metadata": { "editable": true }, @@ -2641,7 +2635,7 @@ }, { "cell_type": "markdown", - "id": "d92e3136", + "id": "0196aa45", "metadata": { "editable": true }, @@ -2653,7 +2647,7 @@ }, { "cell_type": "markdown", - "id": "bca4d27a", + "id": "43f9e556", "metadata": { "editable": true }, @@ -2667,7 +2661,7 @@ }, { "cell_type": "markdown", - "id": "d2fa1316", + "id": "0ea75038", "metadata": { "editable": true }, @@ -2683,7 +2677,7 @@ }, { "cell_type": "markdown", - "id": "5401b686", + "id": "271463e0", "metadata": { "editable": true }, @@ -2695,7 +2689,7 @@ }, { "cell_type": "markdown", - "id": "082464c4", + "id": "5c99fc3e", "metadata": { "editable": true }, @@ -2711,7 +2705,7 @@ }, { "cell_type": "markdown", - "id": "4f2a4a17", + "id": "6bb7fa1a", "metadata": { "editable": true }, @@ -2723,7 +2717,7 @@ }, { "cell_type": "markdown", - "id": "4aad349a", + "id": "db5a9811", "metadata": { "editable": true }, @@ -2733,7 +2727,7 @@ }, { "cell_type": "markdown", - "id": "d2050bb1", + "id": "aa8511b8", "metadata": { "editable": true }, @@ -2745,7 +2739,7 @@ }, { "cell_type": "markdown", - "id": "359b0eb3", + "id": "fc81c84c", "metadata": { "editable": true }, @@ -2757,7 +2751,7 @@ }, { "cell_type": "markdown", - "id": "eab77ff9", + "id": "023c17f2", "metadata": { "editable": true }, @@ -2769,7 +2763,7 @@ }, { "cell_type": "markdown", - "id": "d7c87ec5", + "id": "4da48f92", "metadata": { "editable": true }, @@ -2780,7 +2774,7 @@ }, { "cell_type": "markdown", - "id": "3cf53a5f", + "id": "cac14a6a", "metadata": { "editable": true }, @@ -2792,7 +2786,7 @@ }, { "cell_type": "markdown", - "id": "67bbb3ac", + "id": "a44ea78a", "metadata": { "editable": true }, @@ -2803,7 +2797,7 @@ }, { "cell_type": "markdown", - "id": "d9a2448e", + "id": "19125267", "metadata": { "editable": true }, @@ -2815,7 +2809,7 @@ }, { "cell_type": "markdown", - "id": "392f16f2", + "id": "1a5532d9", "metadata": { "editable": true }, @@ -2825,7 +2819,7 @@ }, { "cell_type": "markdown", - "id": "a645e83c", + "id": "6a1c565c", "metadata": { "editable": true }, @@ -2837,7 +2831,7 @@ }, { "cell_type": "markdown", - "id": "89e1d11e", + "id": "1bf3b675", "metadata": { "editable": true }, @@ -2849,7 +2843,7 @@ }, { "cell_type": "markdown", - "id": "f884f217", + "id": "a6b82f9a", "metadata": { "editable": true }, @@ -2861,7 +2855,7 @@ }, { "cell_type": "markdown", - "id": "664acf19", + "id": "6f07e850", "metadata": { "editable": true }, @@ -2873,7 +2867,7 @@ }, { "cell_type": "markdown", - "id": "d83ebe5e", + "id": "e9bbf722", "metadata": { "editable": true }, @@ -2883,7 +2877,7 @@ }, { "cell_type": "markdown", - "id": "96134017", + "id": "9585a79c", "metadata": { "editable": true }, @@ -2895,7 +2889,7 @@ }, { "cell_type": "markdown", - "id": "97fc79c8", + "id": "a07fab20", "metadata": { "editable": true }, @@ -2905,7 +2899,7 @@ }, { "cell_type": "markdown", - "id": "0d1e4f3e", + "id": "6953e9bc", "metadata": { "editable": true }, @@ -2917,7 +2911,7 @@ }, { "cell_type": "markdown", - "id": "7d571a24", + "id": "81b1f152", "metadata": { "editable": true }, @@ -2927,7 +2921,7 @@ }, { "cell_type": "markdown", - "id": "8f31a3a7", + "id": "42c683c1", "metadata": { "editable": true }, @@ -2939,7 +2933,7 @@ }, { "cell_type": "markdown", - "id": "e0e3db77", + "id": "56492614", "metadata": { "editable": true }, @@ -2949,7 +2943,7 @@ }, { "cell_type": "markdown", - "id": "fc1ce185", + "id": "7c288aec", "metadata": { "editable": true }, @@ -2961,7 +2955,7 @@ }, { "cell_type": "markdown", - "id": "d7360d72", + "id": "e708b5d3", "metadata": { "editable": true }, @@ -2971,7 +2965,7 @@ }, { "cell_type": "markdown", - "id": "cf486320", + "id": "c4a88556", "metadata": { "editable": true }, @@ -2983,7 +2977,7 @@ }, { "cell_type": "markdown", - "id": "8ebdf8ce", + "id": "82bbc9d5", "metadata": { "editable": true }, @@ -3003,7 +2997,7 @@ }, { "cell_type": "markdown", - "id": "853a1218", + "id": "bd5d6bda", "metadata": { "editable": true }, @@ -3015,7 +3009,7 @@ }, { "cell_type": "markdown", - "id": "d287b19d", + "id": "33d18765", "metadata": { "editable": true }, @@ -3025,7 +3019,7 @@ }, { "cell_type": "markdown", - "id": "637ef064", + "id": "819fc8f3", "metadata": { "editable": true }, @@ -3041,7 +3035,7 @@ }, { "cell_type": "markdown", - "id": "f1698dc3", + "id": "8b4413a4", "metadata": { "editable": true }, @@ -3053,7 +3047,7 @@ }, { "cell_type": "markdown", - "id": "c6d08c01", + "id": "2261e630", "metadata": { "editable": true }, @@ -3081,7 +3075,7 @@ }, { "cell_type": "markdown", - "id": "c58db919", + "id": "a2c27bd8", "metadata": { "editable": true }, @@ -3094,7 +3088,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "104e1c7c", + "id": "7950f798", "metadata": { "collapsed": false, "editable": true diff --git a/doc/src/week46/week46.do.txt b/doc/src/week46/week46.do.txt index 3a6205f2a..43a2c15d3 100644 --- a/doc/src/week46/week46.do.txt +++ b/doc/src/week46/week46.do.txt @@ -1,22 +1,21 @@ TITLE: Week 46: Decision Trees, Ensemble methods and Random Forests AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University -DATE: Week 46, November 13-17 +DATE: Week 46, November 11-15 !split ===== Plan for week 46 ===== !bblock Active learning sessions on Tuesday and Wednesday - * Work and Discussion of project 2 - * Discussion of project 3 as well -!eblock + * Work and Discussion of project 3 +!eblock -!bblock Material for the lecture on Thursday November 16, 2023 +!bblock Material for the lecture on Monday November 11, 2024 * Thursday: Basics of decision trees, classification and regression algorithms and ensemble models * Readings and Videos: * These lecture notes - * "Video of lecture":"https://youtu.be/PMswUwhYa7k" - * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" +# * "Video of lecture":"https://youtu.be/PMswUwhYa7k" +# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" * "Video on Decision trees":"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" * Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from "STK-IN4300, lecture 7":"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf". Chapter 9.2 of Hastie et al contains also a good discussion. !eblock