Introduction to machine learning:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Mass. [u.a.]
MIT Press
2004
|
| Schriftenreihe: | Adaptive computation and machine learning
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXX, 415 S. graph. Darst. |
| ISBN: | 0262012111 |
Internformat
MARC
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| 100 | 1 | |a Alpaydın, Ethem |d 1966- |e Verfasser |0 (DE-588)134261046 |4 aut | |
| 245 | 1 | 0 | |a Introduction to machine learning |c Ethem Alpaydin |
| 264 | 1 | |a Cambridge, Mass. [u.a.] |b MIT Press |c 2004 | |
| 300 | |a XXX, 415 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Adaptive computation and machine learning | |
| 650 | 7 | |a Algorithme |2 rasuqam | |
| 650 | 7 | |a Algoritmen |2 gtt | |
| 650 | 4 | |a Apprentissage automatique | |
| 650 | 7 | |a Apprentissage automatique |2 rasuqam | |
| 650 | 7 | |a Aprendizado computacional |2 larpcal | |
| 650 | 7 | |a Machine-learning |2 gtt | |
| 650 | 4 | |a Machine learning | |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 655 | 7 | |8 1\p |0 (DE-588)4123623-3 |a Lehrbuch |2 gnd-content | |
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Datensatz im Suchindex
| _version_ | 1809768511071846400 |
|---|---|
| adam_text |
Contents
Series
Figures
Tables
Preface
Acknowledgments
Notations
1
1.1
1.2
1.2.1
1.2.2
1.2.3
1.2.4
1.2.5
1.3
1.4
1.5
1.6
2
2.1
2.2
2.3
vi
2.4
2.5
2.6
2.7
2.8
2.9
2.10
2.11
3
3.1
3.2
3.3
3.4
3.5
3.6
3.7
3.8
3.9
3.10
3.11
3.12
4
4.1
4.2
4.2.1
4.2.2
4.2.3
4.3
4.4
4.5
4.6
4.7
4.8
4.9
4.10
4.11
Contents
5 Multivariate
5.1 Multivariate Data 85
5.2 Parameter
5.3
5.4
5.5
5.6
5.7
5.8
5.9
5.10
5.11
6
6.1
6.2
6.3
6.4
6.5
6.6
6.7
6.8
6.9
7
7.1
7.2
7.3
7.4
7.5
7.6
7.7
7.8
7.9
7.10
7.11
8
8.1
viii Contents
8.2
8.2.1
8.2.2
8.2.3
8.3
8.4
8.5
8.6
8.6.1
8.6.2
8.6.3
8.7
8.8
8.9
8.10
9
9.1
9.2
9.2.1
9.2.2
9.3
9.4
9.5
9.6
9.7
9.8
9.9
10
10.1
10.2
10.3
10.3.1
10.3.2
10.4
10.5
10.6
10.7
Contents ix
10.7.1
10.7.2
10.8
10.9
10.9.1
10.9.2
Hyperplane 221
10.9.3
10.9.4
10.10
10.11
10.12
11
11.1
11.1.1
11.1.2
Processing
11.2
11.3
11.4
11.5
11.6 MLP
11.7
11.7.1
11.7.2
11.7.3
11.7.4
11.8
11.8.1
11.8.2
11.8.3
11.8.4
11.9
11.10
11.11
11.12
11.12.1
11.12.2
Contents
11.13 Notes 268
11.14
11.15
12
12.1
12.2
12.2.1
12.2.2
12.2.3
12.3
12.4
12.5
12.6
12.7
12.8
12.8.1
12.8.2
12.9
12.10
12.11
12.12
13
13.1
13.2
13.3
13.4
13.5
13.6
13.7
13.8
13.9
13.10
13.11
13.12
13.13
14
14.1
Contents xi
14.2
14.2.1
14.2.2 5x2
14.2.3
14.3
14.4
14.5
14.6
14.6.1
14.6.2
14.6.3
14.7
14.7.1
14.7.2
14.7.3 5
14.7.4 5
14.8
of Variance
14.9
14.10
14.11
15
15.1
15.2
15.3
15.4
15.5
15.6
15.7
15.8
15.9
15.10
15.11
16
16.1
16.2
16.3
xii
16.4
16.4.1
16.4.2
16.5
16.5.1
16.5.2
16.5.3
16.5.4
16.6
16.7
16.8
16.9
16.10
A Probability
A.I Elements of Probability
A.
A.
A.
A.2.1 Probability Distribution and Density Functions
A.2.2 Joint Distribution and Density Functions
A.2.3 Conditional Distributions
A.2.4
A.2.5 Expectation
A.2.6 Variance
A.2.7 Weak Law of Large Numbers
A.3 Special Random Variables
A.3.1 Bernoulli Distribution
A.3.
A.
A.
A.3.
A.
A.3.
A.3.8
A.4 References
Index |
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| author | Alpaydın, Ethem 1966- |
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| dewey-full | 006.3/1 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 |
| dewey-search | 006.3/1 |
| dewey-sort | 16.3 11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| spelling | Alpaydın, Ethem 1966- Verfasser (DE-588)134261046 aut Introduction to machine learning Ethem Alpaydin Cambridge, Mass. [u.a.] MIT Press 2004 XXX, 415 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Adaptive computation and machine learning Algorithme rasuqam Algoritmen gtt Apprentissage automatique Apprentissage automatique rasuqam Aprendizado computacional larpcal Machine-learning gtt Machine learning Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013077679&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Alpaydın, Ethem 1966- Introduction to machine learning Algorithme rasuqam Algoritmen gtt Apprentissage automatique Apprentissage automatique rasuqam Aprendizado computacional larpcal Machine-learning gtt Machine learning Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)4123623-3 |
| title | Introduction to machine learning |
| title_auth | Introduction to machine learning |
| title_exact_search | Introduction to machine learning |
| title_full | Introduction to machine learning Ethem Alpaydin |
| title_fullStr | Introduction to machine learning Ethem Alpaydin |
| title_full_unstemmed | Introduction to machine learning Ethem Alpaydin |
| title_short | Introduction to machine learning |
| title_sort | introduction to machine learning |
| topic | Algorithme rasuqam Algoritmen gtt Apprentissage automatique Apprentissage automatique rasuqam Aprendizado computacional larpcal Machine-learning gtt Machine learning Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Algorithme Algoritmen Apprentissage automatique Aprendizado computacional Machine-learning Machine learning Maschinelles Lernen Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013077679&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT alpaydınethem introductiontomachinelearning |