diff --git a/doc/pub/week46/html/._week46-bs001.html b/doc/pub/week46/html/._week46-bs001.html
index 11ff2ba1b..9208ae9ac 100644
--- a/doc/pub/week46/html/._week46-bs001.html
+++ b/doc/pub/week46/html/._week46-bs001.html
@@ -336,13 +336,13 @@ MathJax.Hub.Config({
- Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
- - Readings and Videos:
-
- - These lecture notes
+
- Readings and Videos:
+
+
- Video on Decision trees
- - 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. Chapter 9.2 of Hastie et al contains also a good discussion.
+ - Decision Trees: Rashcka et al chapter 6, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7.
diff --git a/doc/pub/week46/html/week46-reveal.html b/doc/pub/week46/html/week46-reveal.html
index 9aeab11f1..92b240c4c 100644
--- a/doc/pub/week46/html/week46-reveal.html
+++ b/doc/pub/week46/html/week46-reveal.html
@@ -214,16 +214,15 @@ MathJax.Hub.Config({
- Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
-- Readings and Videos:
-
-
-- These lecture notes
+
- Readings and Videos:
+
+
- Video on Decision trees
-- 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. Chapter 9.2 of Hastie et al contains also a good discussion.
+- Decision Trees: Rashcka et al chapter 6, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7.
diff --git a/doc/pub/week46/html/week46-solarized.html b/doc/pub/week46/html/week46-solarized.html
index 96c5accba..0d7646d65 100644
--- a/doc/pub/week46/html/week46-solarized.html
+++ b/doc/pub/week46/html/week46-solarized.html
@@ -297,13 +297,13 @@ MathJax.Hub.Config({
- Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
- - Readings and Videos:
-
- - These lecture notes
+
- Readings and Videos:
+
+
- Video on Decision trees
- - 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. Chapter 9.2 of Hastie et al contains also a good discussion.
+ - Decision Trees: Rashcka et al chapter 6, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7.
diff --git a/doc/pub/week46/html/week46.html b/doc/pub/week46/html/week46.html
index 1a6fe4b1b..d52b55066 100644
--- a/doc/pub/week46/html/week46.html
+++ b/doc/pub/week46/html/week46.html
@@ -374,13 +374,13 @@ MathJax.Hub.Config({
- Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
- - Readings and Videos:
-
- - These lecture notes
+
- Readings and Videos:
+
+
- Video on Decision trees
- - 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. Chapter 9.2 of Hastie et al contains also a good discussion.
+ - Decision Trees: Rashcka et al chapter 6, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7.
diff --git a/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz b/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz
index 047a55532..f0838cdbe 100644
Binary files a/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz and b/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz differ
diff --git a/doc/pub/week46/ipynb/week46.ipynb b/doc/pub/week46/ipynb/week46.ipynb
index f33583050..998d3167c 100644
--- a/doc/pub/week46/ipynb/week46.ipynb
+++ b/doc/pub/week46/ipynb/week46.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "67bdde82",
+ "id": "a375f1e2",
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@@ -14,7 +14,7 @@
},
{
"cell_type": "markdown",
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@@ -27,7 +27,7 @@
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{
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@@ -43,19 +43,18 @@
" * Thursday: Basics of decision trees, classification and regression algorithms and ensemble models \n",
"\n",
" * Readings and Videos:\n",
- "\n",
- " * These lecture notes\n",
+ "\n",
"\n",
"\n",
"\n",
" * [Video on Decision trees](https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn)\n",
"\n",
- " * 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."
+ " * Decision Trees: Rashcka et al chapter 6, 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)."
]
},
{
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- "id": "542fa9f5",
+ "id": "bf30930b",
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@@ -86,7 +85,7 @@
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@@ -106,7 +105,7 @@
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@@ -124,7 +123,7 @@
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@@ -147,7 +146,7 @@
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@@ -282,7 +281,7 @@
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@@ -396,7 +395,7 @@
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@@ -406,7 +405,7 @@
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@@ -418,7 +417,7 @@
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@@ -451,7 +450,7 @@
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@@ -475,7 +474,7 @@
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@@ -487,7 +486,7 @@
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@@ -499,7 +498,7 @@
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@@ -527,7 +526,7 @@
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@@ -576,7 +575,7 @@
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@@ -603,7 +602,7 @@
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@@ -622,7 +621,7 @@
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@@ -634,7 +633,7 @@
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@@ -647,7 +646,7 @@
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@@ -659,7 +658,7 @@
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@@ -669,7 +668,7 @@
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@@ -681,7 +680,7 @@
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@@ -691,7 +690,7 @@
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{
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@@ -703,7 +702,7 @@
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{
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+ "id": "c9ae403c",
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@@ -714,7 +713,7 @@
{
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- "id": "f7a2d11f",
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@@ -758,7 +757,7 @@
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@@ -769,7 +768,7 @@
{
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- "id": "c16cdcb2",
+ "id": "bf671c0e",
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@@ -804,7 +803,7 @@
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+ "id": "8b8a16a8",
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@@ -817,7 +816,7 @@
{
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- "id": "c72b0197",
+ "id": "443539c5",
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@@ -835,7 +834,7 @@
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+ "id": "4c4f83b9",
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@@ -849,7 +848,7 @@
{
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@@ -868,7 +867,7 @@
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@@ -888,7 +887,7 @@
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@@ -905,7 +904,7 @@
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@@ -934,7 +933,7 @@
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@@ -947,7 +946,7 @@
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@@ -959,7 +958,7 @@
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@@ -969,7 +968,7 @@
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{
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@@ -981,7 +980,7 @@
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@@ -991,7 +990,7 @@
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@@ -1003,7 +1002,7 @@
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@@ -1016,7 +1015,7 @@
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@@ -1031,7 +1030,7 @@
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@@ -1057,7 +1056,7 @@
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@@ -1085,7 +1084,7 @@
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@@ -1102,7 +1101,7 @@
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@@ -1963,7 +1962,7 @@
{
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"execution_count": 18,
- "id": "ee4f9275",
+ "id": "370c2fca",
"metadata": {
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"editable": true
@@ -1983,7 +1982,7 @@
{
"cell_type": "code",
"execution_count": 19,
- "id": "44355932",
+ "id": "dfcbc237",
"metadata": {
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"editable": true
@@ -2000,7 +1999,7 @@
},
{
"cell_type": "markdown",
- "id": "074c75f7",
+ "id": "809e3fb2",
"metadata": {
"editable": true
},
@@ -2022,7 +2021,7 @@
},
{
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- "id": "33558861",
+ "id": "9c055102",
"metadata": {
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@@ -2054,7 +2053,7 @@
},
{
"cell_type": "markdown",
- "id": "b87d3014",
+ "id": "0f2c4be7",
"metadata": {
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@@ -2068,7 +2067,7 @@
{
"cell_type": "code",
"execution_count": 20,
- "id": "b25a836a",
+ "id": "a4e0ac27",
"metadata": {
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"editable": true
@@ -2137,7 +2136,7 @@
},
{
"cell_type": "markdown",
- "id": "f0de561d",
+ "id": "1e36d788",
"metadata": {
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@@ -2160,7 +2159,7 @@
},
{
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- "id": "402c87d9",
+ "id": "ffeedf5b",
"metadata": {
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@@ -2172,7 +2171,7 @@
},
{
"cell_type": "markdown",
- "id": "5cf76397",
+ "id": "a2d78450",
"metadata": {
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},
@@ -2197,7 +2196,7 @@
},
{
"cell_type": "markdown",
- "id": "c8ffb2dd",
+ "id": "8522f073",
"metadata": {
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@@ -2223,7 +2222,7 @@
},
{
"cell_type": "markdown",
- "id": "69aee3a6",
+ "id": "46550c12",
"metadata": {
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@@ -2234,7 +2233,7 @@
{
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"execution_count": 21,
- "id": "0b6facd5",
+ "id": "7bcc7c62",
"metadata": {
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"editable": true
@@ -2306,7 +2305,7 @@
},
{
"cell_type": "markdown",
- "id": "d4f07fc9",
+ "id": "a46f237f",
"metadata": {
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},
@@ -2322,7 +2321,7 @@
},
{
"cell_type": "markdown",
- "id": "8d9746e1",
+ "id": "c8a9f824",
"metadata": {
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@@ -2333,7 +2332,7 @@
{
"cell_type": "code",
"execution_count": 22,
- "id": "e4feb59f",
+ "id": "73336f84",
"metadata": {
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"editable": true
@@ -2348,7 +2347,7 @@
{
"cell_type": "code",
"execution_count": 23,
- "id": "3823d947",
+ "id": "e126947a",
"metadata": {
"collapsed": false,
"editable": true
@@ -2366,7 +2365,7 @@
},
{
"cell_type": "markdown",
- "id": "c3f4910b",
+ "id": "cbfdba25",
"metadata": {
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},
@@ -2386,7 +2385,7 @@
},
{
"cell_type": "markdown",
- "id": "afadf508",
+ "id": "7d4000c0",
"metadata": {
"editable": true
},
@@ -2400,7 +2399,7 @@
},
{
"cell_type": "markdown",
- "id": "bfa9d857",
+ "id": "1174e650",
"metadata": {
"editable": true
},
@@ -2412,7 +2411,7 @@
},
{
"cell_type": "markdown",
- "id": "20f9ce68",
+ "id": "bb5049e1",
"metadata": {
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},
@@ -2429,7 +2428,7 @@
},
{
"cell_type": "markdown",
- "id": "4309dddc",
+ "id": "25b3d5ce",
"metadata": {
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@@ -2441,7 +2440,7 @@
},
{
"cell_type": "markdown",
- "id": "9cba9e5c",
+ "id": "f6b5dc2f",
"metadata": {
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@@ -2455,7 +2454,7 @@
},
{
"cell_type": "markdown",
- "id": "956c60d8",
+ "id": "97a16a7c",
"metadata": {
"editable": true
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@@ -2467,7 +2466,7 @@
},
{
"cell_type": "markdown",
- "id": "376e2ecb",
+ "id": "1b906e41",
"metadata": {
"editable": true
},
@@ -2480,7 +2479,7 @@
},
{
"cell_type": "markdown",
- "id": "7fa345bc",
+ "id": "ef17a76f",
"metadata": {
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},
@@ -2492,7 +2491,7 @@
},
{
"cell_type": "markdown",
- "id": "66bbeabc",
+ "id": "da62e712",
"metadata": {
"editable": true
},
@@ -2502,7 +2501,7 @@
},
{
"cell_type": "markdown",
- "id": "c3b768db",
+ "id": "7e78f34a",
"metadata": {
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@@ -2530,7 +2529,7 @@
},
{
"cell_type": "markdown",
- "id": "031aa027",
+ "id": "eca19f2c",
"metadata": {
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@@ -2546,7 +2545,7 @@
},
{
"cell_type": "markdown",
- "id": "91d4919f",
+ "id": "9d8ca40e",
"metadata": {
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@@ -2558,7 +2557,7 @@
},
{
"cell_type": "markdown",
- "id": "ec6cf9c8",
+ "id": "76c95bd2",
"metadata": {
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@@ -2569,7 +2568,7 @@
},
{
"cell_type": "markdown",
- "id": "66f611fb",
+ "id": "f7ba82b3",
"metadata": {
"editable": true
},
@@ -2581,7 +2580,7 @@
},
{
"cell_type": "markdown",
- "id": "c81db0d9",
+ "id": "b3e3b1a0",
"metadata": {
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@@ -2591,7 +2590,7 @@
},
{
"cell_type": "markdown",
- "id": "88491fa7",
+ "id": "aa162779",
"metadata": {
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},
@@ -2603,7 +2602,7 @@
},
{
"cell_type": "markdown",
- "id": "cdef57c5",
+ "id": "a399bddd",
"metadata": {
"editable": true
},
@@ -2613,7 +2612,7 @@
},
{
"cell_type": "markdown",
- "id": "d56db2ac",
+ "id": "2cfe397f",
"metadata": {
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},
@@ -2625,7 +2624,7 @@
},
{
"cell_type": "markdown",
- "id": "ea3f8b60",
+ "id": "c96704d4",
"metadata": {
"editable": true
},
@@ -2635,7 +2634,7 @@
},
{
"cell_type": "markdown",
- "id": "0196aa45",
+ "id": "08e96d21",
"metadata": {
"editable": true
},
@@ -2647,7 +2646,7 @@
},
{
"cell_type": "markdown",
- "id": "43f9e556",
+ "id": "3049fa07",
"metadata": {
"editable": true
},
@@ -2661,7 +2660,7 @@
},
{
"cell_type": "markdown",
- "id": "0ea75038",
+ "id": "8bcd725c",
"metadata": {
"editable": true
},
@@ -2677,7 +2676,7 @@
},
{
"cell_type": "markdown",
- "id": "271463e0",
+ "id": "7eb02527",
"metadata": {
"editable": true
},
@@ -2689,7 +2688,7 @@
},
{
"cell_type": "markdown",
- "id": "5c99fc3e",
+ "id": "74c50e26",
"metadata": {
"editable": true
},
@@ -2705,7 +2704,7 @@
},
{
"cell_type": "markdown",
- "id": "6bb7fa1a",
+ "id": "9222173e",
"metadata": {
"editable": true
},
@@ -2717,7 +2716,7 @@
},
{
"cell_type": "markdown",
- "id": "db5a9811",
+ "id": "03bf8bce",
"metadata": {
"editable": true
},
@@ -2727,7 +2726,7 @@
},
{
"cell_type": "markdown",
- "id": "aa8511b8",
+ "id": "1c6ff642",
"metadata": {
"editable": true
},
@@ -2739,7 +2738,7 @@
},
{
"cell_type": "markdown",
- "id": "fc81c84c",
+ "id": "74219337",
"metadata": {
"editable": true
},
@@ -2751,7 +2750,7 @@
},
{
"cell_type": "markdown",
- "id": "023c17f2",
+ "id": "903d0ce0",
"metadata": {
"editable": true
},
@@ -2763,7 +2762,7 @@
},
{
"cell_type": "markdown",
- "id": "4da48f92",
+ "id": "22623257",
"metadata": {
"editable": true
},
@@ -2774,7 +2773,7 @@
},
{
"cell_type": "markdown",
- "id": "cac14a6a",
+ "id": "c46320a5",
"metadata": {
"editable": true
},
@@ -2786,7 +2785,7 @@
},
{
"cell_type": "markdown",
- "id": "a44ea78a",
+ "id": "7b200471",
"metadata": {
"editable": true
},
@@ -2797,7 +2796,7 @@
},
{
"cell_type": "markdown",
- "id": "19125267",
+ "id": "eb5e8e75",
"metadata": {
"editable": true
},
@@ -2809,7 +2808,7 @@
},
{
"cell_type": "markdown",
- "id": "1a5532d9",
+ "id": "557ade89",
"metadata": {
"editable": true
},
@@ -2819,7 +2818,7 @@
},
{
"cell_type": "markdown",
- "id": "6a1c565c",
+ "id": "4a943f11",
"metadata": {
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},
@@ -2831,7 +2830,7 @@
},
{
"cell_type": "markdown",
- "id": "1bf3b675",
+ "id": "2770a3df",
"metadata": {
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},
@@ -2843,7 +2842,7 @@
},
{
"cell_type": "markdown",
- "id": "a6b82f9a",
+ "id": "35bd6994",
"metadata": {
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},
@@ -2855,7 +2854,7 @@
},
{
"cell_type": "markdown",
- "id": "6f07e850",
+ "id": "9020cea2",
"metadata": {
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@@ -2867,7 +2866,7 @@
},
{
"cell_type": "markdown",
- "id": "e9bbf722",
+ "id": "b9fb9af3",
"metadata": {
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},
@@ -2877,7 +2876,7 @@
},
{
"cell_type": "markdown",
- "id": "9585a79c",
+ "id": "d64299bc",
"metadata": {
"editable": true
},
@@ -2889,7 +2888,7 @@
},
{
"cell_type": "markdown",
- "id": "a07fab20",
+ "id": "8ccd399c",
"metadata": {
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@@ -2899,7 +2898,7 @@
},
{
"cell_type": "markdown",
- "id": "6953e9bc",
+ "id": "6da50bbc",
"metadata": {
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@@ -2911,7 +2910,7 @@
},
{
"cell_type": "markdown",
- "id": "81b1f152",
+ "id": "1b163dc5",
"metadata": {
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},
@@ -2921,7 +2920,7 @@
},
{
"cell_type": "markdown",
- "id": "42c683c1",
+ "id": "caa56da8",
"metadata": {
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},
@@ -2933,7 +2932,7 @@
},
{
"cell_type": "markdown",
- "id": "56492614",
+ "id": "e9a8739a",
"metadata": {
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},
@@ -2943,7 +2942,7 @@
},
{
"cell_type": "markdown",
- "id": "7c288aec",
+ "id": "bd362e5b",
"metadata": {
"editable": true
},
@@ -2955,7 +2954,7 @@
},
{
"cell_type": "markdown",
- "id": "e708b5d3",
+ "id": "aab4ffce",
"metadata": {
"editable": true
},
@@ -2965,7 +2964,7 @@
},
{
"cell_type": "markdown",
- "id": "c4a88556",
+ "id": "50e8b083",
"metadata": {
"editable": true
},
@@ -2977,7 +2976,7 @@
},
{
"cell_type": "markdown",
- "id": "82bbc9d5",
+ "id": "f9ba696c",
"metadata": {
"editable": true
},
@@ -2997,7 +2996,7 @@
},
{
"cell_type": "markdown",
- "id": "bd5d6bda",
+ "id": "881c480a",
"metadata": {
"editable": true
},
@@ -3009,7 +3008,7 @@
},
{
"cell_type": "markdown",
- "id": "33d18765",
+ "id": "df4a909f",
"metadata": {
"editable": true
},
@@ -3019,7 +3018,7 @@
},
{
"cell_type": "markdown",
- "id": "819fc8f3",
+ "id": "c6ce58fa",
"metadata": {
"editable": true
},
@@ -3035,7 +3034,7 @@
},
{
"cell_type": "markdown",
- "id": "8b4413a4",
+ "id": "658cf0e1",
"metadata": {
"editable": true
},
@@ -3047,7 +3046,7 @@
},
{
"cell_type": "markdown",
- "id": "2261e630",
+ "id": "fbccb958",
"metadata": {
"editable": true
},
@@ -3075,7 +3074,7 @@
},
{
"cell_type": "markdown",
- "id": "a2c27bd8",
+ "id": "3317c481",
"metadata": {
"editable": true
},
@@ -3088,7 +3087,7 @@
{
"cell_type": "code",
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- "id": "7950f798",
+ "id": "da2eeb47",
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diff --git a/doc/src/week46/week46.do.txt b/doc/src/week46/week46.do.txt
index 43a2c15d3..831d037a1 100644
--- a/doc/src/week46/week46.do.txt
+++ b/doc/src/week46/week46.do.txt
@@ -13,11 +13,11 @@ DATE: Week 46, November 11-15
!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
+# * 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 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.
+ * Decision Trees: Rashcka et al chapter 6, 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".
!eblock