HOME > 상세정보

상세정보

Data mining with R : learning with case studies 2nd ed

Data mining with R : learning with case studies 2nd ed (4회 대출)

자료유형
단행본
개인저자
Torgo, Luís.
서명 / 저자사항
Data mining with R : learning with case studies / Luís Torgo.
판사항
2nd ed.
발행사항
Boca Raton :   Taylor & Francis, CRC Press,   c2017.  
형태사항
405 p. : ill. (some col.) ; 27 cm.
총서사항
Chapman & Hall/CRC data mining and knowledge discovery series
ISBN
9781482234893 (hardback : alk. paper) 9781315399102 (ebook)
서지주기
Includes bibliographical references and index.
일반주제명
Data mining --Case studies. R (Computer program language).
000 00000cam u2200205 a 4500
001 000045897106
005 20170303102234
008 170302s2017 flua b 001 0 eng d
010 ▼a 2016024995
020 ▼a 9781482234893 (hardback : alk. paper)
020 ▼a 9781315399102 (ebook)
035 ▼a (KERIS)REF000018094413
040 ▼a DLC ▼b eng ▼e rda ▼c DLC ▼d 211009
050 0 0 ▼a QA76.9.D343 ▼b T67 2017
082 0 0 ▼a 006.3/12 ▼2 23
084 ▼a 006.312 ▼2 DDCK
090 ▼a 006.312 ▼b T682d2
100 1 ▼a Torgo, Luís.
245 1 0 ▼a Data mining with R : ▼b learning with case studies / ▼c Luís Torgo.
250 ▼a 2nd ed.
260 ▼a Boca Raton : ▼b Taylor & Francis, CRC Press, ▼c c2017.
300 ▼a 405 p. : ▼b ill. (some col.) ; ▼c 27 cm.
490 1 ▼a Chapman & Hall/CRC data mining and knowledge discovery series
504 ▼a Includes bibliographical references and index.
650 0 ▼a Data mining ▼v Case studies.
650 0 ▼a R (Computer program language).
830 0 ▼a Chapman & Hall/CRC data mining and knowledge discovery series.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 006.312 T682d2 등록번호 111768085 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Introduction

I R AND DATA MINING

Introduction to R

Starting with R

Basic Interaction with the R Console

R Objects and Variables

R Functions

Vectors

Vectorization

Factors

Generating Sequences

Sub-Setting

Matrices and Arrays

Lists

Data Frames

Useful Extensions to Data Frames

Objects, Classes, and Methods

Managing Your Sessions

Introduction to Data Mining

A Bird’s Eye View on Data Mining

Data Collection and Business Understanding

Data Pre-Processing

Modeling

Evaluation

Reporting and Deployment

II CASE STUDIES

Predicting Algae Blooms

Problem Description and Objectives

Data Description

Loading the Data into R

Data Visualization and Summarization

Unknown Values

Obtaining Prediction Models

Model Evaluation and Selection

Predictions for the Seven Algae

Summary

Predicting Stock Market Returns

Problem Description and Objectives

The Available Data

The Prediction Models

From Predictions into Actions

Model Evaluation and Selection

The Trading System

Summary

Detecting Fraudulent Transactions

Problem Description and Objectives

The Available Data

Defining the Data Mining Tasks

Obtaining Outlier Rankings

Summary

Classifying Microarray Samples

Problem Description and Objectives

The Available Data

Gene (Feature) Selection

Predicting Cytogenetic Abnormalities

Summary


정보제공 : Aladin

관련분야 신착자료

Cartwright, Hugh M. (2021)
한국소프트웨어기술인협회. 빅데이터전략연구소 (2021)