updated imd notebook

ezarogia · Jun 13, 2023 · f4d532e · f4d532e
1 parent 1b9eeab
commit f4d532e
Showing 1 changed file with 14 additions and 17 deletions.
diff --git a/examples/imd/imd_example.ipynb b/examples/imd/imd_example.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "bcf03735",
+   "id": "dbb4fcdc",
    "metadata": {},
    "source": [
     "# End to end example on using model differencing\n",
@@ -14,23 +14,12 @@
   },
   {
    "cell_type": "markdown",
-   "id": "dacce2d6",
+   "id": "3701edc0",
    "metadata": {},
    "source": [
     "## Setup"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "590ccede",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import sys\n",
-    "sys.path.append('../../')"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 2,
@@ -260,7 +249,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5cf29fe5",
+   "id": "1c65bc68",
    "metadata": {},
    "source": [
     "## Using the diff-rules\n",
@@ -271,7 +260,7 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "4e6f84d8",
+   "id": "2aa7f744",
    "metadata": {},
    "outputs": [
     {
@@ -446,7 +435,7 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "23bc1dbd",
+   "id": "acfd402b",
    "metadata": {},
    "outputs": [
     {
@@ -549,6 +538,14 @@
     "from IPython.display import display, Image"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "eab7bb56",
+   "metadata": {},
+   "source": [
+    "Note that (one or more) diff-rules are grouped under the dotted or nodes. For example, the node `vo0` has only 1 diffrule that has the following predicates: `worst perimeter <= 117.4500` --> `worst concave points <= 0.1348` --> `area error <= 49.1450` (hits the or node `vo0`, surrogate (2) is pure with only one cyan colored leaf) --> `worst area > 960.5000` --> `worst fractal dimension > 0.0812` (brings to the beige colored pure leaf node for surrogate (1) which disagrees with the cyan colored leaf node of surrogate (2) as grouped under `vo0`)."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 14,
@@ -663,7 +660,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6c95ea10",
+   "id": "d44422bd",
    "metadata": {},
    "source": [
     "## Visualizing separate surrogates\n",