From 95b0533b50c2cd1647d8467b3b323e1777179a77 Mon Sep 17 00:00:00 2001
From: Zeynep Hakguder <zhakguder@cse.unl.edu>
Date: Wed, 6 Jun 2018 17:53:47 +0000
Subject: [PATCH] Update ProgrammingAssignment1.ipynb
---
.../ProgrammingAssignment1.ipynb | 16 +++++++---------
1 file changed, 7 insertions(+), 9 deletions(-)
diff --git a/ProgrammingAssignment_1/ProgrammingAssignment1.ipynb b/ProgrammingAssignment_1/ProgrammingAssignment1.ipynb
index a3b30a2..a29d25d 100644
--- a/ProgrammingAssignment_1/ProgrammingAssignment1.ipynb
+++ b/ProgrammingAssignment_1/ProgrammingAssignment1.ipynb
@@ -6,9 +6,8 @@
"source": [
"# *k*-Nearest Neighbor\n",
"\n",
- "We'll implement *k*-Nearest Neighbor (*k*-NN) algorithm for this assignment. You can use data available in machine learning repositories such as [UCI Machine Learning Repository](https://archive.ics.uci.edu/ml/index.php) or a dataset related to your research. Your dataset should \n",
- "* have labels (suited for classification)\n",
- "* ideally have between 1,000 - 5,000 examples\n",
+ "We'll implement *k*-Nearest Neighbor (*k*-NN) algorithm for this assignment. We will use the **madelon** dataset as in Programming Assignment 0. \n",
+
"\n",
"A skeleton of a general supervised learning model is provided in \"model.ipynb\". The functions that will be implemented there will be indicated in this notebook. \n",
"\n",
@@ -37,23 +36,22 @@
"\n",
"| | Tasks | 478 | 878 |\n",
"|---|----------------------------|-----|-----|\n",
- "| 1 | Implement `distance` | 10 | 10 |\n",
- "| 2 | Implement `k-NN` methods | 25 | 20 |\n",
+ "| 1 | Implement `distance` | 15 | 15 |\n",
+ "| 2 | Implement `k-NN` methods | 35 | 30 |\n",
"| 3 | Model evaluation | 25 | 20 |\n",
- "| 4 | Learning curve | 20 | 20 |\n",
- "| 6 | ROC curve analysis | 20 | 20 |\n",
+ "| 5 | ROC curve analysis | 25 | 25 |\n",
"\n",
"### Mandatory for 878, bonus for 478\n",
"\n",
"| | Tasks | 478 | 878 |\n",
"|---|----------------|-----|-----|\n",
- "| 5 | Optimizing *k* | 10 | 10 |\n",
+ "| 4 | Optimizing *k* | 10 | 10 |\n",
"\n",
"### Bonus for 478/878\n",
"\n",
"| | Tasks | 478 | 878 |\n",
"|---|----------------|-----|-----|\n",
- "| 7 | Assess suitability of *k*-NN | 10 | 10 |\n",
+ "| 6 | Assess suitability of *k*-NN | 10 | 10 |\n",
"\n",
"Points are broken down further below in Rubric sections. The **first** score is for 478, the **second** is for 878 students. There are a total of 100 points in this assignment and extra 20 bonus points for 478 students and 10 bonus points for 878 students."
]
--
GitLab