Supervised Machine Learning : Optimization Framework and Applications with SAS and R/ Tanya Kolosova, Samuel Berestizhevsky

By:

Contributor(s):

Material type: Text

TextPublication details: New York : CRC Press , 2021.Edition: 1st edDescription: xx, 160 p. : ill. ; 23 cmISBN:

Subject(s):

DDC classification:

Contents:

Introduction. PART 1 1.Introduction to the AI framework.

2.Supervised Machine Learning and Its Deployment in SAS and R.

3.Bootstrap methods and Its Deployment in SAS and R.

4.Outliers Detection and Its Deployment in SAS and R.

5.Design of Experiment and Its Deployment in SAS and R.

PART II 1.Introduction to the SAS and R based table-driven environment.

2.Input Data component.

3.Design of Experiment for Machine-Learning component.

4.“Contaminated” Training Datasets Component.

PART III 1.Insurance Industry: Underwriters decision-making process.

2.Insurance Industry: Claims Modeling and Prediction.

Item type:

Books List(s) this item appears in: Statistics Discipline

Tags from this library: No tags from this library for this title.

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Collection	Shelving location	Call number	Copy number	Status	Date due	Barcode
Books	KU Central Library	Rack No. : 04 Shelve No. : B-04	General Stack (Issuable Books)	006.31 KOS 2021 (Browse shelf(Opens below))	C-3 (I)	Available		53617
Books	KU Central Library	Rack No. : 04 Shelve No. : B-04	General Stack (Issuable Books)	006.31 KOS 2021 (Browse shelf(Opens below))	C-4 (I)	Available		53618
Books	KU Central Library	Rack No. : 04 Shelve No. : B-04	General Stack (Issuable Books)	006.31 KOS 2021 (Browse shelf(Opens below))	C-5 (I)	Checked out	03/12/2025 01:23 PM	53619
Books	KU Central Library	Rack No. : 01 Annex : 01 Shelve No. : A-04	Reference Section (Non-Issuable Books)	006.31 KOS 2021 (Browse shelf(Opens below))	C-1 (NI)	Not For Loan		53615
Books	KU Central Library	Rack No. : 01 Annex : 01 Shelve No. : A-04	Reference Section (Non-Issuable Books)	006.31 KOS 2021 (Browse shelf(Opens below))	C-2 (NI)	Not For Loan		53616

Includes bibliographical references and index.