Classification, Clustering and Bayes…

Slides:



Advertisements
Similar presentations
EAS590: Case Studies in Engineering Management Dr. Robert E. Barnes January 30 th, Spring 2008.
Advertisements

Rapid Miner Session CIS 600 Analytical Data Mining,EECS, SU Three steps for use  Assign the dataset file first  Select functionality  Execute.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 4b, February 14, 2014 Lab exercises: regression, kNN and K-means.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 4b, February 20, 2015 Lab: regression, kNN and K- means results, interpreting and evaluating models.
Win32 Programming Lesson 2: The Tools of the Trade.
Welcome to HLSC 1000 Introduction to Addictions Today’s Agenda: Instructor Introduction / House Rules Student Introduction Cover Outline.
Creating User Interfaces Review midterm. Work on User Observation studies Homework: Spring break! Use opportunity to work on user observation study!
SEC835 Security in Databases and Web applications Presentation.
1 Peter Fox Data Analytics – ITWS-4963/ITWS-6965 Week 5b, February 21, 2014 Interpreting regression, kNN and K-means results, evaluating models.
ACM 262 INTRODUCTION TO WEB DESIGN Week-7 ACM 262 Course Notes.
CE-2810 Dr. Mark L. Hornick 1 CE-2810 Embedded Systems Software 2 Dr. Mark L. Hornick web: people.msoe.edu/~hornick webCT: webct.msoe.edu.
1 Peter Fox Data Analytics – ITWS-4600/ITWS-6600 Week 3b, February 12, 2016 Lab exercises /assignment 2.
Poetry Portfolio Spring, Include in your Poetry Portfolio: At least 5-10 poems on a variety of topics in a variety of styles. –At least one free.
1 Peter Fox Data Analytics – ITWS-4600/ITWS-6600 Week 12b, April 22, 2016 Cross-validation and Local Regression Lab.
Organic Chemistry Lab 315 Fall, DUE DATES Today –At beginning of lab – Organic Qualitative Analysis and ID of Unknown.
BUS 660 Week 1 Assignment Developing Leaders at UPS Developing Leaders at UPS Read and answer the questions to the UPS case study. Submit your answers.
BUS 660 Week 5 Assignment Big Changes for a Small Hospital Big Changes for a Small Hospital Read and answer the questions to the Hospital case study. Submit.
BUS 660 Week 6 Assignment Research Paper To purchase this material link 660/BUS-660-Week-6-Assignment-Research- Paper.
ETH 557 Week 5 DQ 1 To purchase this material link Week-5-DQ-1 For more courses visit our website
IT 242 Week 6 Exercise Toolwire® Lab To purchase this material link 242-Week-6-Exercise-Toolwire-Lab For more.
IT 244 Week 3 Assignment Disaster Recovery Plan To purchase this material link Assignment-Disaster-Recovery-Plan.
IT 244 Week 7 Access Control Cryptography To purchase this material link 244-Week-7-Access-Control-Cryptography.
LAW 421 Week 1 Reflection To purchase this material link 421/LAW421Week1Reflection For more courses visit our website.
LAW 421 Week 3 DQ 3 To purchase this material link 421/LAW-421-Week-3-DQ-3 For more courses visit our website
ACC 421 Week 2 Individual Assignment P1, P2, P3, P4 To purchase this material link Week-2-Individual-Assignment.
Introduction to Data Analytics, Current Challenges. Course Outline
Data Analytics – ITWS-4963/ITWS-6965
Peter Fox and Greg Hughes Data Analytics – ITWS-4600/ITWS-6600
Data Analytics – ITWS-4600/ITWS-6600
Lab exercises: beginning to work with data: filtering, distributions, populations, significance testing… Peter Fox and Greg Hughes Data Analytics – ITWS-4600/ITWS-6600.
Administrative Details
Oral Presentation Applied Machine Learning Course YOUR NAME
Group 1 Lab 2 exercises /assignment 2
Data Analytics – ITWS-4963/ITWS-6965
CXM 527 Innovative Education- -snaptutorial.com
GEOL 100 Innovative Education--snaptutorial.com
Labs: Dimension Reduction, Factor Analysis
Labs: Dimension Reduction, Factor Analysis
Google Analytics.
Data Analytics – ITWS-4600/ITWS-6600/MATP-4450
Group 1 Lab 2 exercises and Assignment 2
Peter Fox and Greg Hughes Data Analytics – ITWS-4600/ITWS-6600
Data Analytics – ITWS-4600/ITWS-6600/MATP-4450
Cross-validation and Local Regression Lab
Continue chapter 4! Remember: your test is on 12 Feb!
Seminar on Media Technology
Classification, Clustering and Bayes…
Assignment 2 (in lab) Peter Fox and Greg Hughes
CGS 2100 Week 3 Lab sections: 14, 25, 27, and 31.
Local Regression, LDA, and Mixed Model Lab
Lecture 01: Introduction
ITWS-4600/ITWS-6600/MATP-4450/CSCI-4960
Lab weighted kNN, decision trees, random forest (“cross-validation” built in – more labs on it later in the course) Peter Fox and Greg Hughes Data Analytics.
Cross-validation Brenda Thomson/ Peter Fox Data Analytics
Folsom High School Class: AP Chemistry Grade: 11-12
Cross-validation and Local Regression Lab
Cross-validation and Local Regression Lab
Classification, Clustering and Bayes…
Local Regression, LDA, and Mixed Model Lab
COT 5611 Operating Systems Design Principles Spring 2012
Data Analytics – ITWS-4600/ITWS-6600/MATP-4450
ITWS-4600/ITWS-6600/MATP-4450/CSCI-4960
Tips to Improve Conversion Rate Optimization. What Is Conversion Rate? For the uninitiated, the conversion rate of a website is the percentage of visitors.
Group 1 Lab 2 exercises and Assignment 2
Data Analytics course.
Theory and Practice of Web Pedagogies 2/03/2004
SPED 300 Assignments due Week 3
Analytics Tips and Tricks
Presentation transcript:

Classification, Clustering and Bayes… Peter Fox and Greg Hughes Data Analytics – ITWS-4600/ITWS-6600 Group 2 Lab 2, February 16, 2017

Assignments to come Term project (A6). Due – end of term. 30% (25% written, 5% oral; individual). Available before spring break. Assignment 7: Predictive and Prescriptive Analytics. Due ~ week ~ 11/12. 15% (written; individual); Assignment 5: presentations will be held the week before spring break (formats to be discussed…)

Plot tools/ tips More script fragments on the web site (aquarius.tw.rpi.edu/html/DA ) also continue labs from week 4 and 5 as well as those here… Default naiveBayes is library(e1071) Tip: Resetting plot space: par(mfrow=c(1,1)) par()$mar # to view margins par(mai=c(0.1,0.1,0.1,0.1)) Assignment 4 and 5 on the course website

Do over… Make sure that you get to the “bronx” dataset and group2/lab1_bronx1.R and lab1_bronx2.R script fragments You need it for A4!!

Today on web under group2/ lab2_abalone.R lab2_kknn1.R lab2_nbayes1.R lab2_nbayes2.R lab2_nbayes3.R lab2_nbayes4.R lab2_swiss.R