From 106e7e7af9faaa83f244c87efb167c2c4e7dc123 Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Fri, 11 Nov 2022 15:33:44 +0100 Subject: [PATCH] update week 45 with link to video --- doc/pub/week45/html/._week45-bs001.html | 3 + doc/pub/week45/html/week45-reveal.html | 5 + doc/pub/week45/html/week45-solarized.html | 3 + doc/pub/week45/html/week45.html | 3 + .../FigureFiles/gdclassiffiercgain.png | Bin 37184 -> 39570 bytes .../FigureFiles/gdclassiffierconfusion.png | Bin 17822 -> 17973 bytes .../Results/FigureFiles/gdclassiffierroc.png | Bin 41829 -> 43901 bytes .../FigureFiles/xdclassiffierconfusion.png | Bin 17542 -> 17691 bytes .../Results/FigureFiles/xdclassiffierroc.png | Bin 40848 -> 42785 bytes doc/pub/week45/ipynb/ipynb-week45-src.tar.gz | Bin 190 -> 191 bytes doc/pub/week45/ipynb/week45.ipynb | 416 +++++++++--------- doc/src/week45/week45.do.txt | 1 + 12 files changed, 224 insertions(+), 207 deletions(-) diff --git a/doc/pub/week45/html/._week45-bs001.html b/doc/pub/week45/html/._week45-bs001.html index 264344ad4..7a61067e8 100644 --- a/doc/pub/week45/html/._week45-bs001.html +++ b/doc/pub/week45/html/._week45-bs001.html @@ -231,6 +231,9 @@ MathJax.Hub.Config({
  • Video of lecture
  • Friday: Gradient boosting and discussion of Decision trees and ensemble methods. Wrapping up trees and start discussing Support Vector Machines
  • +
    diff --git a/doc/pub/week45/html/week45-reveal.html b/doc/pub/week45/html/week45-reveal.html index 692f2bb3f..a258b1f63 100644 --- a/doc/pub/week45/html/week45-reveal.html +++ b/doc/pub/week45/html/week45-reveal.html @@ -205,6 +205,11 @@ MathJax.Hub.Config({

  • Friday: Gradient boosting and discussion of Decision trees and ensemble methods. Wrapping up trees and start discussing Support Vector Machines
  • + +

    diff --git a/doc/pub/week45/html/week45-solarized.html b/doc/pub/week45/html/week45-solarized.html index 88574ac24..bf203837b 100644 --- a/doc/pub/week45/html/week45-solarized.html +++ b/doc/pub/week45/html/week45-solarized.html @@ -216,6 +216,9 @@ MathJax.Hub.Config({
  • Video of lecture
  • Friday: Gradient boosting and discussion of Decision trees and ensemble methods. Wrapping up trees and start discussing Support Vector Machines
  • +
    Videos diff --git a/doc/pub/week45/html/week45.html b/doc/pub/week45/html/week45.html index ba0c9d4a9..92d7149e1 100644 --- a/doc/pub/week45/html/week45.html +++ b/doc/pub/week45/html/week45.html @@ -293,6 +293,9 @@ MathJax.Hub.Config({
  • Video of lecture
  • Friday: Gradient boosting and discussion of Decision trees and ensemble methods. Wrapping up trees and start discussing Support Vector Machines
  • +
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a/doc/pub/week45/ipynb/week45.ipynb +++ b/doc/pub/week45/ipynb/week45.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "119d1097", + "id": "cd7f4b8e", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "584002f0", + "id": "e69a03fa", "metadata": { "editable": true }, @@ -29,7 +29,7 @@ }, { "cell_type": "markdown", - "id": "0a2955dd", + "id": "b6699ca4", "metadata": { "editable": true }, @@ -42,6 +42,8 @@ "\n", "* Friday: Gradient boosting and discussion of Decision trees and ensemble methods. Wrapping up trees and start discussing Support Vector Machines\n", "\n", + " * [Video of lecture](https://youtu.be/v8eJBFeZKuI)\n", + "\n", "**Videos.**\n", "\n", "1. [Video on Decision trees](https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn)\n", @@ -59,7 +61,7 @@ }, { "cell_type": "markdown", - "id": "dfa285dd", + "id": "ecf8a21b", "metadata": { "editable": true }, @@ -70,7 +72,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "f8a5433c", + "id": "1b4aadd7", "metadata": { "collapsed": false, "editable": true @@ -169,7 +171,7 @@ }, { "cell_type": "markdown", - "id": "7013e655", + "id": "5538e026", "metadata": { "editable": true }, @@ -189,7 +191,7 @@ }, { "cell_type": "markdown", - "id": "bb477dbf", + "id": "29717f07", "metadata": { "editable": true }, @@ -203,7 +205,7 @@ }, { "cell_type": "markdown", - "id": "125a6206", + "id": "06c553fc", "metadata": { "editable": true }, @@ -215,7 +217,7 @@ }, { "cell_type": "markdown", - "id": "e0f87f37", + "id": "7fe6be24", "metadata": { "editable": true }, @@ -232,7 +234,7 @@ }, { "cell_type": "markdown", - "id": "28b0686a", + "id": "0a5e2909", "metadata": { "editable": true }, @@ -244,7 +246,7 @@ }, { "cell_type": "markdown", - "id": "63c98ef5", + "id": "c17e4276", "metadata": { "editable": true }, @@ -258,7 +260,7 @@ }, { "cell_type": "markdown", - "id": "95fad00a", + "id": "4aade453", "metadata": { "editable": true }, @@ -270,7 +272,7 @@ }, { "cell_type": "markdown", - "id": "4d164117", + "id": "3e0f9b03", "metadata": { "editable": true }, @@ -283,7 +285,7 @@ }, { "cell_type": "markdown", - "id": "51ce5b1a", + "id": "5f490e78", "metadata": { "editable": true }, @@ -295,7 +297,7 @@ }, { "cell_type": "markdown", - "id": "0766e6aa", + "id": "68381e7a", "metadata": { "editable": true }, @@ -305,7 +307,7 @@ }, { "cell_type": "markdown", - "id": "5abbd6dd", + "id": "74833197", "metadata": { "editable": true }, @@ -333,7 +335,7 @@ }, { "cell_type": "markdown", - "id": "473e7661", + "id": "1665b814", "metadata": { "editable": true }, @@ -349,7 +351,7 @@ }, { "cell_type": "markdown", - "id": "3d05d934", + "id": "2a26b317", "metadata": { "editable": true }, @@ -361,7 +363,7 @@ }, { "cell_type": "markdown", - "id": "900aa246", + "id": "3e62ea5c", "metadata": { "editable": true }, @@ -372,7 +374,7 @@ }, { "cell_type": "markdown", - "id": "e237fafd", + "id": "bd2a83b1", "metadata": { "editable": true }, @@ -384,7 +386,7 @@ }, { "cell_type": "markdown", - "id": "99aaf08f", + "id": "e8c0b65f", "metadata": { "editable": true }, @@ -394,7 +396,7 @@ }, { "cell_type": "markdown", - "id": "ac581dd5", + "id": "8e6601d0", "metadata": { "editable": true }, @@ -406,7 +408,7 @@ }, { "cell_type": "markdown", - "id": "9472b979", + "id": "b4b64e05", "metadata": { "editable": true }, @@ -416,7 +418,7 @@ }, { "cell_type": "markdown", - "id": "881c5360", + "id": "f22c6be2", "metadata": { "editable": true }, @@ -428,7 +430,7 @@ }, { "cell_type": "markdown", - "id": "6ee34c2b", + "id": "eeffe058", "metadata": { "editable": true }, @@ -438,7 +440,7 @@ }, { "cell_type": "markdown", - "id": "365d963b", + "id": "1a9e224c", "metadata": { "editable": true }, @@ -450,7 +452,7 @@ }, { "cell_type": "markdown", - "id": "3179619b", + "id": "0f69098e", "metadata": { "editable": true }, @@ -464,7 +466,7 @@ }, { "cell_type": "markdown", - "id": "181cad7e", + "id": "9c740382", "metadata": { "editable": true }, @@ -480,7 +482,7 @@ }, { "cell_type": "markdown", - "id": "f0cefaa8", + "id": "e8e50bc7", "metadata": { "editable": true }, @@ -492,7 +494,7 @@ }, { "cell_type": "markdown", - "id": "7be602f3", + "id": "1e8ba0b5", "metadata": { "editable": true }, @@ -508,7 +510,7 @@ }, { "cell_type": "markdown", - "id": "cbf87696", + "id": "989c7213", "metadata": { "editable": true }, @@ -520,7 +522,7 @@ }, { "cell_type": "markdown", - "id": "833fcf4f", + "id": "e83bfc29", "metadata": { "editable": true }, @@ -530,7 +532,7 @@ }, { "cell_type": "markdown", - "id": "c32001dd", + "id": "b639ef4c", "metadata": { "editable": true }, @@ -542,7 +544,7 @@ }, { "cell_type": "markdown", - "id": "182bc256", + "id": "ed79d30c", "metadata": { "editable": true }, @@ -554,7 +556,7 @@ }, { "cell_type": "markdown", - "id": "d786517f", + "id": "72f95b03", "metadata": { "editable": true }, @@ -566,7 +568,7 @@ }, { "cell_type": "markdown", - "id": "f1f16bd1", + "id": "b663c55e", "metadata": { "editable": true }, @@ -577,7 +579,7 @@ }, { "cell_type": "markdown", - "id": "08d7d613", + "id": "ccb209ab", "metadata": { "editable": true }, @@ -589,7 +591,7 @@ }, { "cell_type": "markdown", - "id": "671332ed", + "id": "28c98008", "metadata": { "editable": true }, @@ -600,7 +602,7 @@ }, { "cell_type": "markdown", - "id": "d2adde17", + "id": "d3049d99", "metadata": { "editable": true }, @@ -612,7 +614,7 @@ }, { "cell_type": "markdown", - "id": "643c4cfe", + "id": "16b769d1", "metadata": { "editable": true }, @@ -622,7 +624,7 @@ }, { "cell_type": "markdown", - "id": "0ce57c65", + "id": "d4b782f4", "metadata": { "editable": true }, @@ -634,7 +636,7 @@ }, { "cell_type": "markdown", - "id": "5ba010e0", + "id": "2ca48812", "metadata": { "editable": true }, @@ -646,7 +648,7 @@ }, { "cell_type": "markdown", - "id": "27e7bae2", + "id": "f93041cc", "metadata": { "editable": true }, @@ -658,7 +660,7 @@ }, { "cell_type": "markdown", - "id": "278f0ebf", + "id": "54cc66f0", "metadata": { "editable": true }, @@ -670,7 +672,7 @@ }, { "cell_type": "markdown", - "id": "c4472fd2", + "id": "c1295837", "metadata": { "editable": true }, @@ -680,7 +682,7 @@ }, { "cell_type": "markdown", - "id": "ca1fb610", + "id": "e852f6f4", "metadata": { "editable": true }, @@ -692,7 +694,7 @@ }, { "cell_type": "markdown", - "id": "b92ce3d1", + "id": "0e97ee90", "metadata": { "editable": true }, @@ -702,7 +704,7 @@ }, { "cell_type": "markdown", - "id": "b8b20be0", + "id": "2693f93d", "metadata": { "editable": true }, @@ -714,7 +716,7 @@ }, { "cell_type": "markdown", - "id": "8f8f8a3d", + "id": "11d0f282", "metadata": { "editable": true }, @@ -724,7 +726,7 @@ }, { "cell_type": "markdown", - "id": "9f30f4ae", + "id": "9e95bb3c", "metadata": { "editable": true }, @@ -736,7 +738,7 @@ }, { "cell_type": "markdown", - "id": "6eabe0bd", + "id": "a4f400fd", "metadata": { "editable": true }, @@ -746,7 +748,7 @@ }, { "cell_type": "markdown", - "id": "63c6258c", + "id": "ab213472", "metadata": { "editable": true }, @@ -758,7 +760,7 @@ }, { "cell_type": "markdown", - "id": "9887a38c", + "id": "a226047c", "metadata": { "editable": true }, @@ -768,7 +770,7 @@ }, { "cell_type": "markdown", - "id": "5917037f", + "id": "33c07d01", "metadata": { "editable": true }, @@ -780,7 +782,7 @@ }, { "cell_type": "markdown", - "id": "dbf8dc92", + "id": "95c74250", "metadata": { "editable": true }, @@ -800,7 +802,7 @@ }, { "cell_type": "markdown", - "id": "24ca8f04", + "id": "d0615c8e", "metadata": { "editable": true }, @@ -812,7 +814,7 @@ }, { "cell_type": "markdown", - "id": "fd2c0815", + "id": "2344d3a7", "metadata": { "editable": true }, @@ -822,7 +824,7 @@ }, { "cell_type": "markdown", - "id": "969b7592", + "id": "3a76c5b8", "metadata": { "editable": true }, @@ -838,7 +840,7 @@ }, { "cell_type": "markdown", - "id": "421e21a2", + "id": "f0f99425", "metadata": { "editable": true }, @@ -850,7 +852,7 @@ }, { "cell_type": "markdown", - "id": "bbf8a359", + "id": "191399f6", "metadata": { "editable": true }, @@ -878,7 +880,7 @@ }, { "cell_type": "markdown", - "id": "7f05b567", + "id": "ab4b7eda", "metadata": { "editable": true }, @@ -891,7 +893,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "9f635616", + "id": "6971c306", "metadata": { "collapsed": false, "editable": true @@ -916,7 +918,7 @@ }, { "cell_type": "markdown", - "id": "fb40a3bf", + "id": "47fb4471", "metadata": { "editable": true }, @@ -934,7 +936,7 @@ }, { "cell_type": "markdown", - "id": "a0a00a58", + "id": "325ac013", "metadata": { "editable": true }, @@ -947,7 +949,7 @@ }, { "cell_type": "markdown", - "id": "bf980010", + "id": "69711cc3", "metadata": { "editable": true }, @@ -959,7 +961,7 @@ }, { "cell_type": "markdown", - "id": "bb087758", + "id": "74c7d65e", "metadata": { "editable": true }, @@ -969,7 +971,7 @@ }, { "cell_type": "markdown", - "id": "6e090d49", + "id": "0845ab63", "metadata": { "editable": true }, @@ -981,7 +983,7 @@ }, { "cell_type": "markdown", - "id": "325e0fbd", + "id": "c88fc6c2", "metadata": { "editable": true }, @@ -991,7 +993,7 @@ }, { "cell_type": "markdown", - "id": "f203b3b3", + "id": "52fec20d", "metadata": { "editable": true }, @@ -1003,7 +1005,7 @@ }, { "cell_type": "markdown", - "id": "1c1dbb1c", + "id": "616b81c7", "metadata": { "editable": true }, @@ -1016,7 +1018,7 @@ }, { "cell_type": "markdown", - "id": "126244b6", + "id": "e4666f20", "metadata": { "editable": true }, @@ -1028,7 +1030,7 @@ }, { "cell_type": "markdown", - "id": "4230d03f", + "id": "ece3d7b6", "metadata": { "editable": true }, @@ -1040,7 +1042,7 @@ }, { "cell_type": "markdown", - "id": "7e596f40", + "id": "3b53f90b", "metadata": { "editable": true }, @@ -1052,7 +1054,7 @@ }, { "cell_type": "markdown", - "id": "a5fd852b", + "id": "0ca7cbdf", "metadata": { "editable": true }, @@ -1062,7 +1064,7 @@ }, { "cell_type": "markdown", - "id": "861d4234", + "id": "ffaf8839", "metadata": { "editable": true }, @@ -1074,7 +1076,7 @@ }, { "cell_type": "markdown", - "id": "12e05a85", + "id": "58a6e958", "metadata": { "editable": true }, @@ -1084,7 +1086,7 @@ }, { "cell_type": "markdown", - "id": "34b3fac4", + "id": "00f5f746", "metadata": { "editable": true }, @@ -1100,7 +1102,7 @@ }, { "cell_type": "markdown", - "id": "8ef6025f", + "id": "4ad37156", "metadata": { "editable": true }, @@ -1112,7 +1114,7 @@ }, { "cell_type": "markdown", - "id": "17670c2b", + "id": "c29dcd04", "metadata": { "editable": true }, @@ -1133,7 +1135,7 @@ }, { "cell_type": "markdown", - "id": "6410d46d", + "id": "22ae18f1", "metadata": { "editable": true }, @@ -1144,7 +1146,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "bb4febce", + "id": "f8965766", "metadata": { "collapsed": false, "editable": true @@ -1196,7 +1198,7 @@ }, { "cell_type": "markdown", - "id": "6da4e0e1", + "id": "4c2f9143", "metadata": { "editable": true }, @@ -1207,7 +1209,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "de59344d", + "id": "8de8fbc9", "metadata": { "collapsed": false, "editable": true @@ -1258,7 +1260,7 @@ }, { "cell_type": "markdown", - "id": "c6062754", + "id": "91d0cb80", "metadata": { "editable": true }, @@ -1281,7 +1283,7 @@ }, { "cell_type": "markdown", - "id": "f5cb1f05", + "id": "f699d80a", "metadata": { "editable": true }, @@ -1292,7 +1294,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "5cd4f6b6", + "id": "b52540f8", "metadata": { "collapsed": false, "editable": true @@ -1344,7 +1346,7 @@ }, { "cell_type": "markdown", - "id": "2221e0aa", + "id": "c8724acc", "metadata": { "editable": true }, @@ -1357,7 +1359,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "7bcb41cd", + "id": "418f2c72", "metadata": { "collapsed": false, "editable": true @@ -1420,7 +1422,7 @@ }, { "cell_type": "markdown", - "id": "98960478", + "id": "583f6d4e", "metadata": { "editable": true }, @@ -1454,7 +1456,7 @@ }, { "cell_type": "markdown", - "id": "93679de4", + "id": "53c10211", "metadata": { "editable": true }, @@ -1476,7 +1478,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "8991ca1f", + "id": "7f78f3ee", "metadata": { "collapsed": false, "editable": true @@ -1553,7 +1555,7 @@ }, { "cell_type": "markdown", - "id": "8d9d1a94", + "id": "da52486f", "metadata": { "editable": true }, @@ -1573,7 +1575,7 @@ }, { "cell_type": "markdown", - "id": "78a6a333", + "id": "e5d439a9", "metadata": { "editable": true }, @@ -1585,7 +1587,7 @@ }, { "cell_type": "markdown", - "id": "13de274d", + "id": "d9da16f9", "metadata": { "editable": true }, @@ -1598,7 +1600,7 @@ }, { "cell_type": "markdown", - "id": "52b75c4c", + "id": "33c2fdbd", "metadata": { "editable": true }, @@ -1610,7 +1612,7 @@ }, { "cell_type": "markdown", - "id": "b6bd3da5", + "id": "e033ff1d", "metadata": { "editable": true }, @@ -1623,7 +1625,7 @@ }, { "cell_type": "markdown", - "id": "5b8c0f3d", + "id": "9b531b3b", "metadata": { "editable": true }, @@ -1635,7 +1637,7 @@ }, { "cell_type": "markdown", - "id": "07bf6da4", + "id": "7c591e42", "metadata": { "editable": true }, @@ -1647,7 +1649,7 @@ }, { "cell_type": "markdown", - "id": "e74d6aab", + "id": "7e9a17e4", "metadata": { "editable": true }, @@ -1659,7 +1661,7 @@ }, { "cell_type": "markdown", - "id": "9fd819ee", + "id": "c58c26c5", "metadata": { "editable": true }, @@ -1669,7 +1671,7 @@ }, { "cell_type": "markdown", - "id": "83b07099", + "id": "9e2066c0", "metadata": { "editable": true }, @@ -1681,7 +1683,7 @@ }, { "cell_type": "markdown", - "id": "d9a0b6be", + "id": "3faaa864", "metadata": { "editable": true }, @@ -1692,7 +1694,7 @@ }, { "cell_type": "markdown", - "id": "8fb6df46", + "id": "395bee48", "metadata": { "editable": true }, @@ -1704,7 +1706,7 @@ }, { "cell_type": "markdown", - "id": "3b15be8e", + "id": "41aada85", "metadata": { "editable": true }, @@ -1717,7 +1719,7 @@ }, { "cell_type": "markdown", - "id": "06795562", + "id": "5ac73dbf", "metadata": { "editable": true }, @@ -1729,7 +1731,7 @@ }, { "cell_type": "markdown", - "id": "3be9de75", + "id": "96b37700", "metadata": { "editable": true }, @@ -1739,7 +1741,7 @@ }, { "cell_type": "markdown", - "id": "7ce0f5e6", + "id": "10daf062", "metadata": { "editable": true }, @@ -1768,7 +1770,7 @@ }, { "cell_type": "markdown", - "id": "590c8841", + "id": "67ec75d6", "metadata": { "editable": true }, @@ -1780,7 +1782,7 @@ }, { "cell_type": "markdown", - "id": "50bd4687", + "id": "cd25694b", "metadata": { "editable": true }, @@ -1792,7 +1794,7 @@ }, { "cell_type": "markdown", - "id": "bad7ca37", + "id": "9748a76d", "metadata": { "editable": true }, @@ -1806,7 +1808,7 @@ }, { "cell_type": "markdown", - "id": "54877e8c", + "id": "843e4e0a", "metadata": { "editable": true }, @@ -1818,7 +1820,7 @@ }, { "cell_type": "markdown", - "id": "66a8f939", + "id": "73f3da0f", "metadata": { "editable": true }, @@ -1832,7 +1834,7 @@ }, { "cell_type": "markdown", - "id": "3ff3b7ab", + "id": "babc1e77", "metadata": { "editable": true }, @@ -1844,7 +1846,7 @@ }, { "cell_type": "markdown", - "id": "c390d0ae", + "id": "623e621b", "metadata": { "editable": true }, @@ -1854,7 +1856,7 @@ }, { "cell_type": "markdown", - "id": "47712bf7", + "id": "8e046a42", "metadata": { "editable": true }, @@ -1866,7 +1868,7 @@ }, { "cell_type": "markdown", - "id": "4881dee4", + "id": "d5679c1e", "metadata": { "editable": true }, @@ -1876,7 +1878,7 @@ }, { "cell_type": "markdown", - "id": "37b26c1a", + "id": "6d2851cc", "metadata": { "editable": true }, @@ -1888,7 +1890,7 @@ }, { "cell_type": "markdown", - "id": "470105b5", + "id": "95c2b99e", "metadata": { "editable": true }, @@ -1900,7 +1902,7 @@ }, { "cell_type": "markdown", - "id": "7621a7c6", + "id": "015ae6c3", "metadata": { "editable": true }, @@ -1912,7 +1914,7 @@ }, { "cell_type": "markdown", - "id": "a496bf59", + "id": "22e98f1d", "metadata": { "editable": true }, @@ -1922,7 +1924,7 @@ }, { "cell_type": "markdown", - "id": "fc72495f", + "id": "6655140e", "metadata": { "editable": true }, @@ -1934,7 +1936,7 @@ }, { "cell_type": "markdown", - "id": "3cf0c2d2", + "id": "7b117af1", "metadata": { "editable": true }, @@ -1944,7 +1946,7 @@ }, { "cell_type": "markdown", - "id": "09e38ec8", + "id": "fd9de362", "metadata": { "editable": true }, @@ -1958,7 +1960,7 @@ }, { "cell_type": "markdown", - "id": "16eea7b4", + "id": "58765651", "metadata": { "editable": true }, @@ -1977,7 +1979,7 @@ }, { "cell_type": "markdown", - "id": "b28abfb1", + "id": "b09f0526", "metadata": { "editable": true }, @@ -1993,7 +1995,7 @@ }, { "cell_type": "markdown", - "id": "e99d669f", + "id": "de95005e", "metadata": { "editable": true }, @@ -2005,7 +2007,7 @@ }, { "cell_type": "markdown", - "id": "481d2e43", + "id": "794e96fa", "metadata": { "editable": true }, @@ -2017,7 +2019,7 @@ }, { "cell_type": "markdown", - "id": "bfe72c35", + "id": "12dec4af", "metadata": { "editable": true }, @@ -2029,7 +2031,7 @@ }, { "cell_type": "markdown", - "id": "657bcad6", + "id": "2762e903", "metadata": { "editable": true }, @@ -2039,7 +2041,7 @@ }, { "cell_type": "markdown", - "id": "be994aaa", + "id": "511d64f7", "metadata": { "editable": true }, @@ -2051,7 +2053,7 @@ }, { "cell_type": "markdown", - "id": "3049ddef", + "id": "90c5eca5", "metadata": { "editable": true }, @@ -2062,7 +2064,7 @@ }, { "cell_type": "markdown", - "id": "a538d311", + "id": "f900218d", "metadata": { "editable": true }, @@ -2074,7 +2076,7 @@ }, { "cell_type": "markdown", - "id": "7cdf94a3", + "id": "1786094b", "metadata": { "editable": true }, @@ -2087,7 +2089,7 @@ }, { "cell_type": "markdown", - "id": "a07ceee5", + "id": "69a4e00b", "metadata": { "editable": true }, @@ -2100,7 +2102,7 @@ }, { "cell_type": "markdown", - "id": "44141ef3", + "id": "cb9e90fd", "metadata": { "editable": true }, @@ -2112,7 +2114,7 @@ }, { "cell_type": "markdown", - "id": "a8af9382", + "id": "1fc347c8", "metadata": { "editable": true }, @@ -2122,7 +2124,7 @@ }, { "cell_type": "markdown", - "id": "070eb24a", + "id": "8cac3603", "metadata": { "editable": true }, @@ -2134,7 +2136,7 @@ }, { "cell_type": "markdown", - "id": "91a1cc96", + "id": "487d6f5c", "metadata": { "editable": true }, @@ -2144,7 +2146,7 @@ }, { "cell_type": "markdown", - "id": "55215e1c", + "id": "95cdfc00", "metadata": { "editable": true }, @@ -2156,7 +2158,7 @@ }, { "cell_type": "markdown", - "id": "acce9cb3", + "id": "1d74eb3a", "metadata": { "editable": true }, @@ -2173,7 +2175,7 @@ }, { "cell_type": "markdown", - "id": "8f7fecdb", + "id": "9f659d07", "metadata": { "editable": true }, @@ -2185,7 +2187,7 @@ }, { "cell_type": "markdown", - "id": "e72a7e28", + "id": "cf8d75cc", "metadata": { "editable": true }, @@ -2195,7 +2197,7 @@ }, { "cell_type": "markdown", - "id": "ec67c753", + "id": "a40803bd", "metadata": { "editable": true }, @@ -2207,7 +2209,7 @@ }, { "cell_type": "markdown", - "id": "aa8a0b66", + "id": "3bc45792", "metadata": { "editable": true }, @@ -2217,7 +2219,7 @@ }, { "cell_type": "markdown", - "id": "56bb086a", + "id": "4102959b", "metadata": { "editable": true }, @@ -2229,7 +2231,7 @@ }, { "cell_type": "markdown", - "id": "0a0ade98", + "id": "5a568b07", "metadata": { "editable": true }, @@ -2242,7 +2244,7 @@ }, { "cell_type": "markdown", - "id": "46de1ce7", + "id": "a09a9765", "metadata": { "editable": true }, @@ -2254,7 +2256,7 @@ }, { "cell_type": "markdown", - "id": "01400d04", + "id": "04593213", "metadata": { "editable": true }, @@ -2266,7 +2268,7 @@ }, { "cell_type": "markdown", - "id": "fc07afbe", + "id": "ef2a5532", "metadata": { "editable": true }, @@ -2276,7 +2278,7 @@ }, { "cell_type": "markdown", - "id": "de28f360", + "id": "ff77b6b3", "metadata": { "editable": true }, @@ -2290,7 +2292,7 @@ }, { "cell_type": "markdown", - "id": "068db8e5", + "id": "0dc32396", "metadata": { "editable": true }, @@ -2300,7 +2302,7 @@ }, { "cell_type": "markdown", - "id": "5e5ab2ab", + "id": "c474965a", "metadata": { "editable": true }, @@ -2312,7 +2314,7 @@ }, { "cell_type": "markdown", - "id": "c72d8d94", + "id": "1a51f6e0", "metadata": { "editable": true }, @@ -2322,7 +2324,7 @@ }, { "cell_type": "markdown", - "id": "003a1ab8", + "id": "bba4ef61", "metadata": { "editable": true }, @@ -2334,7 +2336,7 @@ }, { "cell_type": "markdown", - "id": "9d8dbecc", + "id": "983ba7f7", "metadata": { "editable": true }, @@ -2344,7 +2346,7 @@ }, { "cell_type": "markdown", - "id": "701da861", + "id": "1e947b54", "metadata": { "editable": true }, @@ -2356,7 +2358,7 @@ }, { "cell_type": "markdown", - "id": "c16800f6", + "id": "9107b993", "metadata": { "editable": true }, @@ -2370,7 +2372,7 @@ }, { "cell_type": "markdown", - "id": "6c73904c", + "id": "e809390c", "metadata": { "editable": true }, @@ -2382,7 +2384,7 @@ }, { "cell_type": "markdown", - "id": "1b2ab3c1", + "id": "e24bc5db", "metadata": { "editable": true }, @@ -2393,7 +2395,7 @@ }, { "cell_type": "markdown", - "id": "979c54b9", + "id": "3346e60b", "metadata": { "editable": true }, @@ -2405,7 +2407,7 @@ }, { "cell_type": "markdown", - "id": "ace90914", + "id": "dc6ef22c", "metadata": { "editable": true }, @@ -2417,7 +2419,7 @@ }, { "cell_type": "markdown", - "id": "723740eb", + "id": "491f34e3", "metadata": { "editable": true }, @@ -2429,7 +2431,7 @@ }, { "cell_type": "markdown", - "id": "36aeef05", + "id": "923e79ef", "metadata": { "editable": true }, @@ -2439,7 +2441,7 @@ }, { "cell_type": "markdown", - "id": "80f85878", + "id": "dea0dba6", "metadata": { "editable": true }, @@ -2451,7 +2453,7 @@ }, { "cell_type": "markdown", - "id": "076dc0f8", + "id": "3931cdc1", "metadata": { "editable": true }, @@ -2461,7 +2463,7 @@ }, { "cell_type": "markdown", - "id": "434f5d32", + "id": "a14fc496", "metadata": { "editable": true }, @@ -2473,7 +2475,7 @@ }, { "cell_type": "markdown", - "id": "5aebd2a1", + "id": "286f16a3", "metadata": { "editable": true }, @@ -2484,7 +2486,7 @@ }, { "cell_type": "markdown", - "id": "4a5215a4", + "id": "1aed6b37", "metadata": { "editable": true }, @@ -2496,7 +2498,7 @@ }, { "cell_type": "markdown", - "id": "6a6cf803", + "id": "23ef61de", "metadata": { "editable": true }, @@ -2510,7 +2512,7 @@ }, { "cell_type": "markdown", - "id": "4317082d", + "id": "b29e56f4", "metadata": { "editable": true }, @@ -2522,7 +2524,7 @@ }, { "cell_type": "markdown", - "id": "f84df8da", + "id": "a228b6b0", "metadata": { "editable": true }, @@ -2534,7 +2536,7 @@ }, { "cell_type": "markdown", - "id": "31dd2a47", + "id": "bc00cb70", "metadata": { "editable": true }, @@ -2544,7 +2546,7 @@ }, { "cell_type": "markdown", - "id": "87c111aa", + "id": "e4bfe014", "metadata": { "editable": true }, @@ -2561,7 +2563,7 @@ }, { "cell_type": "markdown", - "id": "b616c424", + "id": "7541e0ca", "metadata": { "editable": true }, @@ -2572,7 +2574,7 @@ }, { "cell_type": "markdown", - "id": "edd6b434", + "id": "99174d29", "metadata": { "editable": true }, @@ -2585,7 +2587,7 @@ }, { "cell_type": "markdown", - "id": "55551981", + "id": "29032445", "metadata": { "editable": true }, @@ -2597,7 +2599,7 @@ }, { "cell_type": "markdown", - "id": "fd44bc92", + "id": "c952a920", "metadata": { "editable": true }, @@ -2607,7 +2609,7 @@ }, { "cell_type": "markdown", - "id": "d67ccd60", + "id": "e0ebf4c1", "metadata": { "editable": true }, @@ -2619,7 +2621,7 @@ }, { "cell_type": "markdown", - "id": "f95236f3", + "id": "9288a562", "metadata": { "editable": true }, @@ -2629,7 +2631,7 @@ }, { "cell_type": "markdown", - "id": "57d177dc", + "id": "6ffad746", "metadata": { "editable": true }, @@ -2641,7 +2643,7 @@ }, { "cell_type": "markdown", - "id": "b50dd308", + "id": "ffdb1d0f", "metadata": { "editable": true }, @@ -2651,7 +2653,7 @@ }, { "cell_type": "markdown", - "id": "7a9ea2f8", + "id": "d5738333", "metadata": { "editable": true }, @@ -2663,7 +2665,7 @@ }, { "cell_type": "markdown", - "id": "b133eaa0", + "id": "b198d30b", "metadata": { "editable": true }, @@ -2673,7 +2675,7 @@ }, { "cell_type": "markdown", - "id": "80289418", + "id": "19174eda", "metadata": { "editable": true }, @@ -2685,7 +2687,7 @@ }, { "cell_type": "markdown", - "id": "828671ac", + "id": "d00c15c8", "metadata": { "editable": true }, @@ -2695,7 +2697,7 @@ }, { "cell_type": "markdown", - "id": "1aed7162", + "id": "fc7c4f64", "metadata": { "editable": true }, @@ -2715,7 +2717,7 @@ }, { "cell_type": "markdown", - "id": "a712428a", + "id": "8b7dd152", "metadata": { "editable": true }, @@ -2727,7 +2729,7 @@ }, { "cell_type": "markdown", - "id": "8be64814", + "id": "18859e16", "metadata": { "editable": true }, @@ -2737,7 +2739,7 @@ }, { "cell_type": "markdown", - "id": "ef31bd4a", + "id": "ec440a10", "metadata": { "editable": true }, @@ -2749,7 +2751,7 @@ }, { "cell_type": "markdown", - "id": "1ea64f56", + "id": "ff372247", "metadata": { "editable": true }, @@ -2765,7 +2767,7 @@ }, { "cell_type": "markdown", - "id": "f7762df3", + "id": "a35c1138", "metadata": { "editable": true }, @@ -2777,7 +2779,7 @@ }, { "cell_type": "markdown", - "id": "612b41aa", + "id": "c3b4fde1", "metadata": { "editable": true }, @@ -2789,7 +2791,7 @@ }, { "cell_type": "markdown", - "id": "8416176f", + "id": "c90fe182", "metadata": { "editable": true }, @@ -2799,7 +2801,7 @@ }, { "cell_type": "markdown", - "id": "0639e6a8", + "id": "312adb24", "metadata": { "editable": true }, @@ -2811,7 +2813,7 @@ }, { "cell_type": "markdown", - "id": "81347301", + "id": "9346e584", "metadata": { "editable": true }, @@ -2823,7 +2825,7 @@ }, { "cell_type": "markdown", - "id": "ba62ba33", + "id": "94fc1b4e", "metadata": { "editable": true }, @@ -2835,7 +2837,7 @@ }, { "cell_type": "markdown", - "id": "72ad6aa4", + "id": "b098af10", "metadata": { "editable": true }, @@ -2845,7 +2847,7 @@ }, { "cell_type": "markdown", - "id": "c136b6a3", + "id": "226974b7", "metadata": { "editable": true }, @@ -2857,7 +2859,7 @@ }, { "cell_type": "markdown", - "id": "07e155aa", + "id": "6f76bc36", "metadata": { "editable": true }, @@ -2867,7 +2869,7 @@ }, { "cell_type": "markdown", - "id": "f15fa17c", + "id": "1ca8ada8", "metadata": { "editable": true }, @@ -2879,7 +2881,7 @@ }, { "cell_type": "markdown", - "id": "d286854e", + "id": "6ac4cc1a", "metadata": { "editable": true }, @@ -2889,7 +2891,7 @@ }, { "cell_type": "markdown", - "id": "9bd397e1", + "id": "81f53bc7", "metadata": { "editable": true }, @@ -2901,7 +2903,7 @@ }, { "cell_type": "markdown", - "id": "aafcb253", + "id": "46e66214", "metadata": { "editable": true }, @@ -2912,7 +2914,7 @@ }, { "cell_type": "markdown", - "id": "bdf27c01", + "id": "5749e12c", "metadata": { "editable": true }, @@ -2924,7 +2926,7 @@ }, { "cell_type": "markdown", - "id": "34e0dd1c", + "id": "92ea69ff", "metadata": { "editable": true }, @@ -2936,7 +2938,7 @@ }, { "cell_type": "markdown", - "id": "f948b3a7", + "id": "914ef9af", "metadata": { "editable": true }, @@ -2946,7 +2948,7 @@ }, { "cell_type": "markdown", - "id": "719e2089", + "id": "f2bbc774", "metadata": { "editable": true }, diff --git a/doc/src/week45/week45.do.txt b/doc/src/week45/week45.do.txt index 46ed8893d..867155892 100644 --- a/doc/src/week45/week45.do.txt +++ b/doc/src/week45/week45.do.txt @@ -8,6 +8,7 @@ DATE: today * Thursday: Boosting methods, froma AdaBoost to Gradient boosting * "Video of lecture":"https://youtu.be/mK48PfCxgYk" * Friday: Gradient boosting and discussion of Decision trees and ensemble methods. Wrapping up trees and start discussing Support Vector Machines + * "Video of lecture":"https://youtu.be/v8eJBFeZKuI" !bblock Videos o "Video on Decision trees":"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"