Updated main decision tree to be uniform with second image. Text is now color coded according to decision root

Author: mGalarnyk

.DS_Store

@@ -372,7 +372,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "metadata": {
     "collapsed": false
    },
@@ -384,7 +384,7 @@
        "<IPython.core.display.Image object>"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -398,17 +398,27 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "I edited the file to have text colors using nano (text editor)"
+    "I edited the file to have text colors using nano (text editor). Also I will make sure the resolution is higher. More on that here. "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 19,
    "metadata": {
-    "collapsed": true
+    "collapsed": false
    },
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Error: dot: can't open Graphviz_Dot_Examples/irisGreenPinkDepth2.dot\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!dot -Tpng -Gdpi=300 Graphviz_Dot_Examples/irisAllGreenDepth2.dot -o Graphviz_Dot_Examples/irisAllGreenDepth2.png"
+   ]
   },
   {
    "cell_type": "code",

Python_Basics/.DS_Store

@@ -0,0 +1,12 @@
+digraph Tree {
+node [shape=box] ;
+0 [label="petal length (cm) <= 2.45\ngini = 0.665\nsamples = 112\nvalue = [38, 40, 34]\nclass = versicolor"] ;
+1 [label="gini = 0.0\nsamples = 38\nvalue = [38, 0, 0]\nclass = setosa"] ;
+0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
+2 [label="petal length (cm) <= 4.95\ngini = 0.497\nsamples = 74\nvalue = [0, 40, 34]\nclass = versicolor"] ;
+0 -> 2 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
+3 [label="gini = 0.136\nsamples = 41\nvalue = [0, 38, 3]\nclass = versicolor"] ;
+2 -> 3 ;
+4 [label=<<FONT COLOR="#008000" FACE="boldfontname">node type: leaf</FONT><br/><FONT COLOR="black">gini = 0.114<br/>samples = 33<br/>value = [0, 2, 31]<br/>class = virginica</FONT>>] ;
+2 -> 4 ;
+}

Sklearn/.DS_Store

@@ -0,0 +1,12 @@
+digraph Tree {
+node [shape=box, style=filled,fillcolor="#FFFFFF"] ;
+0 [label=<<FONT COLOR="#0000FF">petal length (cm) &le; 2.45<br/>gini = 0.665<br/>samples = 112<br/>value = [38, 40, 34]<br/>class = versicolor</FONT>>] ;
+1 [label=<<FONT COLOR="#008000">gini = 0.0<br/>samples = 38<br/>value = [38, 0, 0]<br/>class = setosa</FONT>>] ;
+0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
+2 [label=<<FONT COLOR="#0000FF">petal length (cm) &le; 4.95<br/>gini = 0.497<br/>samples = 74<br/>value = [0, 40, 34]<br/>class = versicolor</FONT>>] ;
+0 -> 2 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
+3 [label=<<FONT COLOR="#008000">gini = 0.136<br/>samples = 41<br/>value = [0, 38, 3]<br/>class = versicolor</FONT>>] ;
+2 -> 3 [labeldistance=2.5, labelangle=45, headlabel="True"];
+4 [label=<<FONT COLOR="#008000">gini = 0.114<br/>samples = 33<br/>value = [0, 2, 31]<br/>class = virginica</FONT>>] ;
+2 -> 4 [labeldistance=2.5, labelangle=-45, headlabel="False"];
+}