From 433f75c46f95164ecd41beb99cafb4ef275bdb21 Mon Sep 17 00:00:00 2001
From: vsyrgkanis <bsyrganis@gmail.com>
Date: Sat, 20 Jul 2024 08:11:26 -0700
Subject: [PATCH] Update python-linear-model-overfitting.ipynb

---
 PM1/python-linear-model-overfitting.ipynb | 33 +++++++++++++++++++----
 1 file changed, 28 insertions(+), 5 deletions(-)

diff --git a/PM1/python-linear-model-overfitting.ipynb b/PM1/python-linear-model-overfitting.ipynb
index 9762d5d3..25b05c01 100644
--- a/PM1/python-linear-model-overfitting.ipynb
+++ b/PM1/python-linear-model-overfitting.ipynb
@@ -21,7 +21,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {
     "id": "YTaOmenI7TfT"
    },
@@ -44,7 +44,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {
     "id": "C57WYtYM7OL0",
     "papermill": {
@@ -56,12 +56,35 @@
     },
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "p/n is: 1.0\n",
+      "R^2 is 1.0\n",
+      "Adjusted R^2 is nan\n",
+      "p/n is: 0.5\n",
+      "R^2 is 0.5232392347513539\n",
+      "Adjusted R^2 is 0.04647846950270784\n",
+      "p/n is: 0.05\n",
+      "R^2 is 0.05610356497156044\n",
+      "Adjusted R^2 is 0.006424805233221531\n"
+     ]
+    }
+   ],
    "source": [
     "regression_stats(1000, 1000)\n",
     "regression_stats(1000, 500)\n",
     "regression_stats(1000, 50)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -83,7 +106,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.5"
+   "version": "3.12.4"
   },
   "papermill": {
    "default_parameters": {},
@@ -99,5 +122,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }