Change test set size

1.1-Preprocessing.ipynb

@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -25,7 +25,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -41,7 +41,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -123,7 +123,7 @@
        "4           4  Psoriasis  My nails have small dents or pits in them, and..."
       ]
      },
-     "execution_count": 4,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -141,7 +141,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -208,7 +208,7 @@
        "4  My nails have small dents or pits in them, and...  Psoriasis"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -229,7 +229,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -259,7 +259,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -293,7 +293,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -360,7 +360,7 @@
        "4  I've been quite exhausted and ill. My throat h...            Common Cold"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -380,7 +380,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -441,7 +441,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -508,7 +508,7 @@
        "4  i've been quite exhausted and ill. my throat h...            common cold"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -528,27 +528,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Train set shape: (922, 2)\n",
-      "Test set shaape: (231, 2)\n"
+      "Train set shape: (691, 2)\n",
+      "Test set shaape: (462, 2)\n"
      ]
     }
    ],
    "source": [
-    "train_df, test_df = train_test_split(df, test_size=0.2, random_state=42)\n",
+    "train_df, test_df = train_test_split(df, test_size=0.4, random_state=42)\n",
     "print(f\"Train set shape: {train_df.shape}\")\n",
     "print(f\"Test set shaape: {test_df.shape}\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [],
    "source": [