guh

Project 1.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 5,
    "id": "b7ee7a83",
    "metadata": {},
    "outputs": [],
@@ -21,7 +21,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 6,
    "id": "edda6af5",
    "metadata": {},
    "outputs": [
@@ -450,7 +450,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "0d381aa2",
    "metadata": {},
    "outputs": [
@@ -534,7 +534,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 8,
    "id": "ca5e9c28",
    "metadata": {},
    "outputs": [
@@ -581,7 +581,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 9,
    "id": "daecf558",
    "metadata": {},
    "outputs": [
@@ -591,7 +591,7 @@
        "<Axes: xlabel='AgeInDays', ylabel='Count'>"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -623,7 +623,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 10,
    "id": "5521b827",
    "metadata": {},
    "outputs": [
@@ -633,7 +633,7 @@
        "<Axes: xlabel='Hour', ylabel='Count'>"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -655,7 +655,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 11,
    "id": "3f9a5c00",
    "metadata": {},
    "outputs": [
@@ -809,7 +809,7 @@
        "4              False        False             False  "
       ]
      },
-     "execution_count": 18,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -824,7 +824,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "17384e1b",
    "metadata": {},
    "outputs": [
@@ -867,7 +867,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "b4104bd2",
    "metadata": {},
    "outputs": [
@@ -938,7 +938,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 14,
    "id": "b82c29be",
    "metadata": {},
    "outputs": [
@@ -985,7 +985,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "id": "8ed14aaf",
    "metadata": {},
    "outputs": [
@@ -1024,7 +1024,7 @@
     "\n",
     "knn_search = KNeighborsClassifier()\n",
     "param_grid = {\"n_neighbors\": np.arange(1, 100)}\n",
-    "knn_gscv = GridSearchCV(knn_search, param_grid, cv=5, scoring=\"precision\") # most important metric from business perspective.\n",
+    "knn_gscv = GridSearchCV(knn_search, param_grid, cv=5, scoring=\"precision\", n_jobs=8) # most important metric from business perspective.\n",
     "\n",
     "# fit the model to the training set\n",
     "knn_gscv.fit(x_train, y_train)\n",
@@ -1036,7 +1036,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": null,
    "id": "22d2e4ae",
    "metadata": {},
    "outputs": [