{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Learning Practice 8 for the University of Tulsa's QM-7063 Data Mining Course\n", "# K-Nearest Neighbor and Naive Bayes\n", "# Professor: Dr. Abdulrashid, Spring 2023\n", "# Noah L. Schrick - 1492657" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Imports\n", "\n", "%matplotlib inline\n", "\n", "from pathlib import Path\n", "\n", "import pandas as pd\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.naive_bayes import MultinomialNB\n", "import matplotlib.pylab as plt\n", "from dmba import classificationSummary, gainsChart\n", "\n", "from sklearn import preprocessing\n", "from sklearn.metrics import accuracy_score\n", "from sklearn.neighbors import NearestNeighbors, KNeighborsClassifier" ] } ], "metadata": { "language_info": { "name": "python" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }