University of Pittsburgh Cs 2750 Machine Learning Handout 3 Professor Milos Hauskrecht Solutions to Problem Set 3 Problem 1. Linear Regression Part 1. Exploratory Data Analysis

نویسنده

  • Milos Hauskrecht
چکیده

(a) Attribute 4, CHAS, is the only binary attribute. (b) Attribute 13—LSTAT—has the highest negative correlation and attribute 6—RM—has the highest positive correlation with the target attribute.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

University of Pittsburgh Cs2750 Machine Learning Handout 15 Professor Milos Hauskrecht Problem Assignment 8 Problem 1. Customer Profiling and Predictions with a Latent Variable Model

In this problem we use the the dataset of consumers preferences for different product brands. The dataset consists of 6 attributes corresponding to individual product categories, the values correspond to different brands in respective categories. For the sake of simplicity, we use numerical labels to distinguish the brands. We assume that each product can appear only in one category. Each custo...

متن کامل

A Job Shop Scheduling Problem with Sequence-Dependent Setup Times Considering Position-Based Learning Effects and Availability Constraints

 Sequence dependent set-up times scheduling problems (SDSTs), availability constraint and transportation times are interesting and important issues in production management, which are often addressed separately. In this paper, the SDSTs job shop scheduling problem with position-based learning effects, job-dependent transportation times and multiple preventive maintenance activities is studied. ...

متن کامل

Appl Bioinformatics 2005; 4 (4): 227-246

1 Department of Computer Science, University of Pittsburgh, Pittsburgh, Pennsylvania, USA 2 University of Pittsburgh Cancer Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA 3 Clinical Proteomics Facility, University of Pittsburgh, Pittsburgh, Pennsylvania, USA 4 Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA 5 Department of Surgery, University...

متن کامل

Cuckoo search via Levy flights applied to uncapacitated facility location problem

Facility location problem (FLP) is a mathematical way to optimally locate facilities within a set of candidates to satisfy the requirements of a given set of clients. This study addressed the uncapacitated FLP as it assures that the capacity of every selected facility is finite. Thus, even if the demand is not known, which often is the case, in reality, organizations may still be able to take s...

متن کامل

Towards a Learning Traffic Incident Detection System

The state of the art in traffic incident detection is dominated by approaches that require significant manual tuning. Our hypothesis is that these time-consuming solutions can be sucessfuly eliminated with the help of machine learning methods and past traffic data collected nowadays on major highways. We show that combining the output of a set of simple, imperfectly tuned, “offthe-shelf” detect...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015