Title Statements
- Full title :Intro to Data Mining
Summary
Intro to Data Mining.
Read More ↓Edition Statements
- Publication Date:2005.
Publication Statements
- Publisher(s):P. Ed Australia
- Place of Publication:New Jersey
- Language:eng
- Publication Date:2005.
Notes
4.6.3: Comparing the Performance of Two Classifiers
The Physical Object
- Description:1 online resource (792 pages)
Edition Identifiers
- ISBN:9781488666865, 1488666865
- oclc:on1028222142
- LC Classification:QA76.9.D343T35 2005
- Dewey Decimal:006.3/12
Table of Contents
Cover; Dedication; Preface; Contents; Chapter 1: Introduction; 1.1: What Is DataMining?; 1.2: Motivating Challenges; 1.3: The Origins of Data Mining; 1.4: DataMining Tasks; 1.5: Scope and Organization of the Book; 1.6: Bibliographic Notes; 1.7: Exercises; Chapter 2: Data; 2.1: Types of Data; 2.1.1: Attributes and Measurement; 2.1.2: Types of Data Sets; 2.2: Data Quality; 2.2.1: Measurement and Data Collection Issues; 2.2.2: Issues Related to Applications; 2.3: Data Preprocessing; 2.3.1: Aggregation; 2.3.2: Sampling; 2.3.3: Dimensionality Reduction; 2.3.4: Feature Subset Selection
2.3.5: Feature Creation2.3.6: Discretization and Binarization; 2.3.7: Variable Transformation; 2.4: Measures of Similarity and Dissimilarity; 2.4.1: Basics; 2.4.2: Similarity and Dissimilarity between Simple Attributes; 2.4.3: Dissimilarities between Data Objects; 2.4.4: Similarities between Data Objects; 2.4.5: Examples of Proximity Measures; 2.4.6: Issues in Proximity Calculation; 2.4.7: Selecting the Right Proximity Measure; 2.5: Bibliographic Notes; 2.6: Exercises; Chapter 3: Exploring Data; 3.1: The Iris Data Set; 3.2: Summary Statistics; 3.2.1: Frequencies and the Mode
3.2.2: Percentiles3.2.3: Mea…
Writers
No reviews yet. Be the first to rate this work.
Files & Downloads
-
Introduction to Data Mining -- (.pdf)
PDF · 43.4 MB · updated -
Introduction To Data Mining -- (.pdf)
PDF · 55.6 MB · updated -
Introduction to Data Mining -- (.pdf)
PDF · 43.2 MB · updated -
Advances in Data Science: Methodologies and Appli…
EPUB · 51.5 MB · updated
Rate & Review