added link to notes
This commit is contained in:
@@ -302,7 +302,7 @@ MathJax.Hub.Config({
|
||||
<!-- !split -->
|
||||
<h2 id="a-sketch-of-a-tree-regression-problem" class="anchor">A Sketch of a Tree, Regression problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_self">See handwritten notes November 3</a>
|
||||
|
||||
<!-- FIGURE: [DataFiles/Regsimpletree.png, width=600 frac=0.8] -->
|
||||
|
||||
|
||||
@@ -302,7 +302,7 @@ MathJax.Hub.Config({
|
||||
<!-- !split -->
|
||||
<h2 id="a-sketch-of-a-tree-classification-problem" class="anchor">A Sketch of a Tree, Classification problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_self">See handwritten notes November 3</a>
|
||||
<!-- FIGURE: [DataFiles/Classimpletree.png, width=600 frac=0.8] -->
|
||||
|
||||
<p>
|
||||
|
||||
@@ -309,7 +309,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="panel panel-default">
|
||||
<div class="panel-body">
|
||||
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_self">See handwritten notes November 3</a>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -305,7 +305,7 @@ MathJax.Hub.Config({
|
||||
<div class="panel panel-default">
|
||||
<div class="panel-body">
|
||||
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_self">See handwritten notes November 3</a>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -305,7 +305,7 @@ MathJax.Hub.Config({
|
||||
<div class="panel panel-default">
|
||||
<div class="panel-body">
|
||||
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_self">See handwritten notes November 3</a>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -288,7 +288,7 @@ given some assumptions, make predictions about the target feature value
|
||||
<section>
|
||||
<h2 id="a-sketch-of-a-tree-regression-problem">A Sketch of a Tree, Regression problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
|
||||
<!-- FIGURE: [DataFiles/Regsimpletree.png, width=600 frac=0.8] -->
|
||||
</section>
|
||||
@@ -296,7 +296,7 @@ given some assumptions, make predictions about the target feature value
|
||||
<section>
|
||||
<h2 id="a-sketch-of-a-tree-classification-problem">A Sketch of a Tree, Classification problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
<!-- FIGURE: [DataFiles/Classimpletree.png, width=600 frac=0.8] -->
|
||||
</section>
|
||||
|
||||
@@ -1058,7 +1058,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for Average trend</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
</section>
|
||||
|
||||
@@ -1068,7 +1068,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for hour slept</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
</section>
|
||||
|
||||
@@ -1078,7 +1078,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for hour studied</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
|
||||
<p>For final tree, see the above handwritten notes</p>
|
||||
|
||||
@@ -353,14 +353,14 @@ given some assumptions, make predictions about the target feature value
|
||||
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
|
||||
<h2 id="a-sketch-of-a-tree-regression-problem">A Sketch of a Tree, Regression problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
|
||||
<!-- FIGURE: [DataFiles/Regsimpletree.png, width=600 frac=0.8] -->
|
||||
|
||||
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
|
||||
<h2 id="a-sketch-of-a-tree-classification-problem">A Sketch of a Tree, Classification problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
<!-- FIGURE: [DataFiles/Classimpletree.png, width=600 frac=0.8] -->
|
||||
|
||||
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
|
||||
@@ -1065,7 +1065,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for Average trend</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -1075,7 +1075,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for hour slept</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -1085,7 +1085,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for hour studied</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
@@ -430,14 +430,14 @@ given some assumptions, make predictions about the target feature value
|
||||
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
|
||||
<h2 id="a-sketch-of-a-tree-regression-problem">A Sketch of a Tree, Regression problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
|
||||
<!-- FIGURE: [DataFiles/Regsimpletree.png, width=600 frac=0.8] -->
|
||||
|
||||
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
|
||||
<h2 id="a-sketch-of-a-tree-classification-problem">A Sketch of a Tree, Classification problem </h2>
|
||||
|
||||
<p>See handwritten notes November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
<!-- FIGURE: [DataFiles/Classimpletree.png, width=600 frac=0.8] -->
|
||||
|
||||
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
|
||||
@@ -1142,7 +1142,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for Average trend</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -1152,7 +1152,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for hour slept</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
|
||||
|
||||
@@ -1162,7 +1162,7 @@ these binary classes, they can easily be split into ones and zeros.
|
||||
<div class="alert alert-block alert-block alert-text-normal">
|
||||
<b>Gini index for hour studied</b>
|
||||
<p>
|
||||
<p>See handwritten notes for Thursday November 3</p>
|
||||
<a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf" target="_blank">See handwritten notes November 3</a>
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
Binary file not shown.
+117
-117
@@ -2,7 +2,7 @@
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a253875c",
|
||||
"id": "4a1097ac",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -14,7 +14,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "bb5c0f59",
|
||||
"id": "efc949e8",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -29,7 +29,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "042245bc",
|
||||
"id": "c56693b1",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -55,7 +55,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "767853e6",
|
||||
"id": "d15b5fdb",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -73,7 +73,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "689815b6",
|
||||
"id": "ff2cff16",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -104,7 +104,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "402ea3f6",
|
||||
"id": "21a1867d",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -124,34 +124,34 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "b9855ce5",
|
||||
"id": "8c897a0b",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
"source": [
|
||||
"## A Sketch of a Tree, Regression problem\n",
|
||||
"\n",
|
||||
"See handwritten notes November 3\n",
|
||||
"[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)\n",
|
||||
"\n",
|
||||
"<!-- FIGURE: [DataFiles/Regsimpletree.png, width=600 frac=0.8] -->"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "5b7ff057",
|
||||
"id": "69606bb7",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
"source": [
|
||||
"## A Sketch of a Tree, Classification problem\n",
|
||||
"\n",
|
||||
"See handwritten notes November 3\n",
|
||||
"[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)\n",
|
||||
"<!-- FIGURE: [DataFiles/Classimpletree.png, width=600 frac=0.8] -->"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "30304e56",
|
||||
"id": "c0cfad4d",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -169,7 +169,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "3c0aba31",
|
||||
"id": "1de57e29",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -192,7 +192,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "aa8eeb22",
|
||||
"id": "1e0a7b02",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -215,7 +215,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "baef7a61",
|
||||
"id": "bc5c3d60",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -226,7 +226,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"id": "b57d320b",
|
||||
"id": "224951d6",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -327,7 +327,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "e00aa65a",
|
||||
"id": "9a9c7131",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -349,7 +349,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "30b0a4c0",
|
||||
"id": "f61f08f2",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -361,7 +361,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "1583a89f",
|
||||
"id": "d55d09fb",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -372,7 +372,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "061b3932",
|
||||
"id": "e5fc9d2f",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -394,7 +394,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "3bcd4ed5",
|
||||
"id": "b0b79e87",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -407,7 +407,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "da65d6f0",
|
||||
"id": "b202f606",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -419,7 +419,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "b6078340",
|
||||
"id": "d264403d",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -429,7 +429,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "1f8ccc33",
|
||||
"id": "e7ff63dd",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -441,7 +441,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "2cbfddcc",
|
||||
"id": "137e2a4b",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -451,7 +451,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "2ce74e29",
|
||||
"id": "eb2f307a",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -463,7 +463,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "1c4dee1e",
|
||||
"id": "b9ae9b3d",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -496,7 +496,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "c4c46b6a",
|
||||
"id": "1d590bd6",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -520,7 +520,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "84491b1e",
|
||||
"id": "527d4779",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -532,7 +532,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "ea087da1",
|
||||
"id": "c417e43e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -544,7 +544,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "64b9270c",
|
||||
"id": "3ee9c91e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -572,7 +572,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "d76b1cb7",
|
||||
"id": "080d4623",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -598,7 +598,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a2b5ab7b",
|
||||
"id": "5435eb16",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -621,7 +621,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "ce43b24b",
|
||||
"id": "0595fe67",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -648,7 +648,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a7679c4b",
|
||||
"id": "96bf0c71",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -667,7 +667,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "ef1fa15d",
|
||||
"id": "252dba5d",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -679,7 +679,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a0cffc89",
|
||||
"id": "c9b3e616",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -692,7 +692,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "cc50edf6",
|
||||
"id": "352fd0de",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -704,7 +704,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "bc71a6ca",
|
||||
"id": "dfa5ce6e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -714,7 +714,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "7f4c72e2",
|
||||
"id": "16b7a41e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -726,7 +726,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "4bca2433",
|
||||
"id": "a45ff7d2",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -736,7 +736,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "be263447",
|
||||
"id": "2b26898d",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -748,7 +748,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "7b14afde",
|
||||
"id": "43dfac8f",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -759,7 +759,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"id": "c36e5725",
|
||||
"id": "ac2b7f33",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -803,7 +803,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "fe181229",
|
||||
"id": "cfef7a15",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -814,7 +814,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"id": "a9879bdf",
|
||||
"id": "d520b13d",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -849,7 +849,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "68514092",
|
||||
"id": "68362903",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -862,7 +862,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"id": "fb604e9d",
|
||||
"id": "fcb2e90e",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -880,7 +880,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "482326c5",
|
||||
"id": "58884e85",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -894,7 +894,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 5,
|
||||
"id": "2ce787ae",
|
||||
"id": "b04fce7a",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -913,7 +913,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "09ba04e2",
|
||||
"id": "b710a7bf",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -933,7 +933,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "ab977b0b",
|
||||
"id": "ede7746c",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -950,7 +950,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "f4220521",
|
||||
"id": "e4e70f8f",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -962,7 +962,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "08753c68",
|
||||
"id": "c9b1c409",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -979,7 +979,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "4f6c02ab",
|
||||
"id": "f23b1788",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -992,7 +992,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "e0bd2f1f",
|
||||
"id": "c7796ff8",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1004,7 +1004,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "125b3b90",
|
||||
"id": "deac0954",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1014,7 +1014,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a42c2224",
|
||||
"id": "f73580ea",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1026,7 +1026,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "5f8d6404",
|
||||
"id": "6704c8d5",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1036,7 +1036,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "1dc3f2aa",
|
||||
"id": "5d6140f5",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1048,7 +1048,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "d2d29dae",
|
||||
"id": "1173e734",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1061,7 +1061,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "d4d10bd1",
|
||||
"id": "f4672604",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1076,7 +1076,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "6c55e62b",
|
||||
"id": "8a44ec0e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1102,7 +1102,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "cc1dfa23",
|
||||
"id": "33ebc8eb",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1130,7 +1130,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "4dd70dcc",
|
||||
"id": "46b3aed1",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1142,12 +1142,12 @@
|
||||
"\n",
|
||||
"**Gini index for Average trend.**\n",
|
||||
"\n",
|
||||
"See handwritten notes for Thursday November 3"
|
||||
"[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "108ac502",
|
||||
"id": "2f28fbc3",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1156,12 +1156,12 @@
|
||||
"\n",
|
||||
"**Gini index for hour slept.**\n",
|
||||
"\n",
|
||||
"See handwritten notes for Thursday November 3"
|
||||
"[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "79c0305c",
|
||||
"id": "7a671f69",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1170,14 +1170,14 @@
|
||||
"\n",
|
||||
"**Gini index for hour studied.**\n",
|
||||
"\n",
|
||||
"See handwritten notes for Thursday November 3\n",
|
||||
"[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)\n",
|
||||
"\n",
|
||||
"For final tree, see the above handwritten notes"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "9fe208a4",
|
||||
"id": "367b0c69",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1188,7 +1188,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 6,
|
||||
"id": "aa2651bb",
|
||||
"id": "06147cf3",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1259,7 +1259,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "64ed7e92",
|
||||
"id": "9fa00dec",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1303,7 +1303,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "0add555a",
|
||||
"id": "4e5121fe",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1314,7 +1314,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 7,
|
||||
"id": "dc74b9fd",
|
||||
"id": "142bd93b",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1392,7 +1392,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "0a6143db",
|
||||
"id": "64dab0e6",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1410,7 +1410,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 8,
|
||||
"id": "9d133fd1",
|
||||
"id": "b87f7791",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1481,7 +1481,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "bbe12399",
|
||||
"id": "5e7dc45e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1492,7 +1492,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 9,
|
||||
"id": "50322ffa",
|
||||
"id": "4a13a11f",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1567,7 +1567,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "1b29e1d9",
|
||||
"id": "3efdfac4",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1578,7 +1578,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 10,
|
||||
"id": "13c2afb9",
|
||||
"id": "6c7deb0b",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1609,7 +1609,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "5b6128da",
|
||||
"id": "1d5a8fad",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1620,7 +1620,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 11,
|
||||
"id": "2c162af0",
|
||||
"id": "f44c620b",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1638,7 +1638,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 12,
|
||||
"id": "fe5a63a9",
|
||||
"id": "17618b84",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1653,7 +1653,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "98aa3367",
|
||||
"id": "5c2bb634",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1664,7 +1664,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 13,
|
||||
"id": "4f5267ea",
|
||||
"id": "30db4227",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1714,7 +1714,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 14,
|
||||
"id": "1fc665a4",
|
||||
"id": "329cbca4",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1753,7 +1753,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "fe4fcb33",
|
||||
"id": "0183baf5",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1777,7 +1777,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "6aecae41",
|
||||
"id": "51163190",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1805,7 +1805,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "dd693f5e",
|
||||
"id": "98ee1800",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1836,7 +1836,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a7ed9fa3",
|
||||
"id": "b71e6020",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1852,7 +1852,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "885bca85",
|
||||
"id": "7f22f3ab",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1876,7 +1876,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "b4c352b5",
|
||||
"id": "ad9da94b",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1907,7 +1907,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "6eec7448",
|
||||
"id": "184cbf97",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1918,7 +1918,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 15,
|
||||
"id": "5238cdd8",
|
||||
"id": "90504a44",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -1966,7 +1966,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "8ef55bc8",
|
||||
"id": "b5f6a377",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -1977,7 +1977,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 16,
|
||||
"id": "50422b22",
|
||||
"id": "6057fd9e",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2011,7 +2011,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "5caaaa72",
|
||||
"id": "cd19a241",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2024,7 +2024,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 17,
|
||||
"id": "5378d072",
|
||||
"id": "7febdfe5",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2077,7 +2077,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "565db27c",
|
||||
"id": "8bd7cc8e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2088,7 +2088,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 18,
|
||||
"id": "f1ad02b2",
|
||||
"id": "88021894",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2118,7 +2118,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 19,
|
||||
"id": "5172e7ba",
|
||||
"id": "346c9181",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2136,7 +2136,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 20,
|
||||
"id": "38847303",
|
||||
"id": "d1c812b1",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2156,7 +2156,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 21,
|
||||
"id": "80ed972b",
|
||||
"id": "8fe89d33",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2173,7 +2173,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "e706753c",
|
||||
"id": "da68429c",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2195,7 +2195,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "83bfc73c",
|
||||
"id": "dc0a9f7f",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2227,7 +2227,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "26af3fa3",
|
||||
"id": "b898d9d8",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2241,7 +2241,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 22,
|
||||
"id": "7fb8cc44",
|
||||
"id": "1d7eddbd",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2310,7 +2310,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "ac4a7882",
|
||||
"id": "a9fc4116",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2333,7 +2333,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "aa118fb4",
|
||||
"id": "5aba126e",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2345,7 +2345,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a08ba080",
|
||||
"id": "317eca6a",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2370,7 +2370,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "6655b323",
|
||||
"id": "98bcf577",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2396,7 +2396,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "a55a6bb7",
|
||||
"id": "15893a56",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2407,7 +2407,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 23,
|
||||
"id": "fb971080",
|
||||
"id": "6bb7a5bb",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2479,7 +2479,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "22627405",
|
||||
"id": "444d35db",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2495,7 +2495,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "55beaac2",
|
||||
"id": "7d667059",
|
||||
"metadata": {
|
||||
"editable": true
|
||||
},
|
||||
@@ -2506,7 +2506,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 24,
|
||||
"id": "34b4849c",
|
||||
"id": "5cdd26a2",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
@@ -2521,7 +2521,7 @@
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 25,
|
||||
"id": "976b5e11",
|
||||
"id": "8ced2ac9",
|
||||
"metadata": {
|
||||
"collapsed": false,
|
||||
"editable": true
|
||||
|
||||
@@ -74,14 +74,14 @@ given some assumptions, make predictions about the target feature value
|
||||
!split
|
||||
===== A Sketch of a Tree, Regression problem =====
|
||||
|
||||
See handwritten notes November 3
|
||||
"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
|
||||
|
||||
#FIGURE: [DataFiles/Regsimpletree.png, width=600 frac=0.8]
|
||||
|
||||
!split
|
||||
===== A Sketch of a Tree, Classification problem =====
|
||||
|
||||
See handwritten notes November 3
|
||||
"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
|
||||
#FIGURE: [DataFiles/Classimpletree.png, width=600 frac=0.8]
|
||||
|
||||
|
||||
@@ -668,7 +668,7 @@ In computations we will translate all classes into numbers. Being
|
||||
these binary classes, they can easily be split into ones and zeros.
|
||||
|
||||
!bblock Gini index for Average trend
|
||||
See handwritten notes for Thursday November 3
|
||||
"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
|
||||
!eblock
|
||||
|
||||
|
||||
@@ -677,7 +677,7 @@ See handwritten notes for Thursday November 3
|
||||
|
||||
|
||||
!bblock Gini index for hour slept
|
||||
See handwritten notes for Thursday November 3
|
||||
"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
|
||||
!eblock
|
||||
|
||||
|
||||
@@ -686,7 +686,7 @@ See handwritten notes for Thursday November 3
|
||||
|
||||
|
||||
!bblock Gini index for hour studied
|
||||
See handwritten notes for Thursday November 3
|
||||
"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
|
||||
!eblock
|
||||
|
||||
For final tree, see the above handwritten notes
|
||||
|
||||
Reference in New Issue
Block a user