عنوان
پدید آورنده
موضوع
رده
Q325.75 .H37 2009eb
Q325
.
75
.
H37
2009eb
کتابخانه
محل استقرار
0387848584
1282126741
9780387848587
9781282126749
0387848576
0387848843
9780387848570
9780387848846
b623559
The elements of statistical learning :
[Book]
data mining, inference, and prediction /
Trevor Hastie, Robert Tibshirani, Jerome Friedman.
Second edition, corrected 7th printing.
1 online resource (xxii, 745 pages) :
color illustrations
Springer series in statistics,
0172-7397
Second edition corrected at 7th printing in 2013.
Includes bibliographical references (pages 699-727) and indexes.
"During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics."--Jacket.
Springer
978-0-387-84857-0
Elements of statistical learning.
0387848576
Biology-- Data processing.
Computational biology.
Data mining.
Electronic data processing.
Mathematics-- Data processing.
Statistics.
Supervised learning (Machine learning)
Computational Biology.
Data Mining.
Mathematical Computing.
Statistics as Topic.
Biology-- Data processing.
Computational biology.
COMPUTERS-- Database Management-- Data Mining.
Data mining.
Datamining.
Electronic data processing.
Estatística computacional.
Estatística.
Inferência estatística.
Machine-learning.
Maschinelles Lernen
Mathematics-- Data processing.
Mineração de dados.
Prognoses.
Statistics.
Statistik
Supervised learning (Machine learning)
Supervised learning (Machine learning)
COM-- 021030
006
.
3/1
22
22
Q325
.
75
.
H37
2009eb
31
.
73
54
.
72
CM
4000
DAT
708f
MAT
620f
O212-39
QH
231
SK
830
SK
840
ST
530
TP181
bcl
bcl
rvk
stub
stub
clc
rvk
rvk
rvk
rvk
clc
Hastie, Trevor
Friedman, J. H., (Jerome H.)
Tibshirani, Robert
20200617082632.0
pn
مطالعه متن کتاب [Book]
Y
