MARC details
| 000 -LEADER |
|---|
| fixed length control field |
05224cam a2200673 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
ocn873807804 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220711222302.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
140318s2013 enka o 001 0 eng d |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
N$T |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
N$T |
| Modifying agency |
YDXCP |
| -- |
MEAUC |
| -- |
OCLCQ |
| -- |
AGLDB |
| -- |
OCLCQ |
| -- |
ZCU |
| -- |
MERUC |
| -- |
OCLCF |
| -- |
OCLCQ |
| -- |
VTS |
| -- |
ICG |
| -- |
UKMGB |
| -- |
OCLCQ |
| -- |
STF |
| -- |
DKC |
| -- |
YDX |
| -- |
AU@ |
| -- |
OCLCQ |
| -- |
M8D |
| -- |
OCLCQ |
| -- |
OCLCO |
| -- |
OCLCQ |
| -- |
OCLCO |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER |
|---|
| Record control number |
018005479 |
| Source |
Uk |
| 019 ## - |
|---|
| -- |
865157857 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781782169345 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1782169342 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
9781782169338 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
1782169334 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
CHNEW |
| System control number |
000899043 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
CHVBK |
| System control number |
40338902X |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
DEBBG |
| System control number |
BV043780304 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
DEBBG |
| System control number |
BV044064047 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
DEBSZ |
| System control number |
472814230 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
UKMGB |
| System control number |
018005479 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)873807804 |
| Canceled/invalid control number |
(OCoLC)865157857 |
| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
9781782169345 |
| Source of stock number/acquisition |
Packt Publishing Pvt. Ltd |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9 .D343 |
| Item number |
C45 2013eb |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
COM |
| Subject category code subdivision |
000000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Edition number |
22 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chisholm, Andrew, |
| Dates associated with a name |
1959- |
| Relator term |
author. |
| 9 (RLIN) |
236408 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Exploring data with RapidMiner : |
| Remainder of title |
explore, understand, and prepare real data using rapidminer's practical tips and tricks / |
| Statement of responsibility, etc |
Andrew Chisholm. |
| 264 #1 - |
|---|
| -- |
Birmingham, UK : |
| -- |
Packt Publishing, |
| -- |
2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (iv, 148 pages) : |
| Other physical details |
illustrations |
| 336 ## - |
|---|
| -- |
text |
| -- |
txt |
| -- |
rdacontent |
| 337 ## - |
|---|
| -- |
computer |
| -- |
c |
| -- |
rdamedia |
| 338 ## - |
|---|
| -- |
online resource |
| -- |
cr |
| -- |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Community experience distilled |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
A step-by-step tutorial style using examples so that users of different levels will benefit from the facilities offered by RapidMiner. If you are a computer scientist or an engineer who has real data from which you want to extract value, this book is ideal for you. You will need to have at least a basic awareness of data mining techniques and some exposure to RapidMiner. |
| 588 0# - |
|---|
| -- |
Print version record. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Cover; Copyright; Credits; About the Author; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Setting the Scene; A process framework; Data volume and velocity; Datavariety, formats, and meanings; Missing data; Cleaning data; Visualizing data; Resource constraints; Terminology; Accompanying material; Summary; Chapter 2: Loading Data; Reading files; Alternative delimiters; Reading complete lines; Reading large numbers of attributes; Splitting files into smaller pieces; Databases; The Read Database operator; Large datasets; Using macros; Summary. |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Chapter 3: Visualizing DataGetting started; Statistical summaries; Relationships between attributes; Scatter plots; Scatter 3D color; Parallel and deviation; Quartile color; Time series data; Plotting series; Using the survey plotter; Relations between examples; Using histograms; Using block plots; Summary; Chapter 4: Parsing and Converting Attributes; Generating attributes; Date functions; Regular expression functions; Generating extracts; Regular expressions; XPath; Renaming attributes; Searching and replacing attribute values; Using the Map operator; Using the Replace operator. |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Using Replace (Dictionary)Summary; Chapter 5: Outliers; Manual inspection; Increasing the data volume; Rules for handling outliers; Automated detection of example outliers; Detect Outlier (Distances); Detect Outlier (Densities); Detect Outlier (LOF); Detect Outliers (COF); Summary; Chapter 6: Missing Values; Missing or empty?; Types of missing data; Missing completely at random; Missing at random; Not missing at random; Categorizing missing data; Finding MCAR data; Finding MAR data; Finding NMAR data; A cautionary note; Effect of missing data; Options for handling missing data. |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Returning to the root causeIgnore it; Manual editing; Deletion of examples; Deletion of attributes; Imputation with single values; Modeling; Summary; Chapter 7: Transforming Data; Creating new attributes; Aggregation; Using pivoting; Using de-pivoting; Summary; Chapter 8: Reducing Data Size; Removing examples using sampling; Removing attributes; Removing useless attributes; Weighting attributes; Selecting attributes using models; Summary; Chapter 9: Resource Constraints; Measuring and estimating performance; Measuring performance; Adding memory; Parallel processing; Restructuring processes. |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
eBooks on EBSCOhost |
| Provenance (VM) [OBSOLETE] |
EBSCO eBook Subscription Academic Collection - Worldwide |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
RapidMiner (Electronic resource) |
| 9 (RLIN) |
996793 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Exploration de données (Informatique) |
| 9 (RLIN) |
867344 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
COMPUTERS |
| General subdivision |
General. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
851405 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst00887946 |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Print version: |
| Main entry heading |
Chisholm, Andrew, 1959- |
| Title |
Exploring data with RapidMiner |
| International Standard Book Number |
9781782169338 |
| Record control number |
(OCoLC)868306800 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Community experience distilled. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=672997">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=672997</a> |
| 938 ## - |
|---|
| -- |
EBSCOhost |
| -- |
EBSC |
| -- |
672997 |
| 938 ## - |
|---|
| -- |
YBP Library Services |
| -- |
YANK |
| -- |
11412784 |
| 994 ## - |
|---|
| -- |
92 |
| -- |
INOPJ |
