preparing for WS 2019/20 Advanced Statistical Learning _ Final exam
https://docs.google.com/document/d/1-gs2dJtME6X-gayhWaLxHf9lvWIcqSgnbmZZzBo7AKo/edit?usp=sharing
Classification
Classification λΆλ₯ Classification Tasks μ§λνμ΅ μκ³ λ¦¬μ¦μΌλ‘ λ€μν X λ³μλ€κ³Ό 미리 μ μλ class λ³μ (=Y λ³μ)μμ κ΄κ³λ₯Ό λ°νλ κ³Όμ In classification, we aim at predicting a discrete output y y = {C1, …, Cg} with 2ggiven data D y = {0,1} or y = {-1, 1} : in the binary case g = 2 μ΄νλΆλ₯ y =
docs.google.com
μ°Έκ³ ν μ¬μ΄νΈλ€ β‘Μ
- TU Dortmund ASL moodle https://www.lsf.tu-dortmund.de/qisserver/rds?state=user&type=0
Technische Universität Dortmund
HERZLICH WILLKOMMEN BEI LSF - DEM HOCHSCHULPORTAL FÜR ANGEHÖRIGE DER TU DORTMUND Zentrales Login mit UniAccount Sicheres Login durch:
www.lsf.tu-dortmund.de
- https://hobbang143.blog.me/221735605346
[λ¨Έμ λ¬λ - 18] λ€μ€ λΆλ₯(Multinomial Classification)μ μννΈλ§₯μ€(SoftMax)
- λ³Έ κΈμ ν콩과기λ κΉμ±ν κ΅μλ(Sung Kim)μ κ°μλ₯Ό κΈ°λ°μΌλ‘ νμμ΅λλ€.- νλ¦° λ΄μ©μ΄ μλ€λ©΄, νΌ...
blog.naver.com
- https://ericalee97.blog.me/221630190950
[ML] λ¨Έμ λ¬λ (Machine Learning)
λ¨Έμ λ¬λμ΄λ?“λ§μ½ μ»΄ν¨ν° νλ‘κ·Έλ¨μ΄ νΉμ ν νμ€ν¬ Tλ₯Ό μνν λ μ±λ₯ P λ§νΌ κ°μ λλ κ²½ν Eλ₯Ό ...
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- https://blog.naver.com/rickman2/221339794308
λ¨Έμ λ¬λ μ΄λ‘ - λμ΄λΈ λ² μ΄μ¦ λΆλ₯(Naive Bayes Classification) 2λΆ (λμ΄λΈ λ² μ΄μ¦ λΆλ₯ μκ³ λ¦¬μ¦)
λμ΄λΈ λ² μ΄μ¦ λΆλ₯λ₯Ό 곡λΆνκΈ°μ μμ, 1λΆμμλ μ‘°κ±΄λΆ νλ₯ κ³Ό, λ² μ΄μ¦ μ 리μ λν΄μ 곡λΆλ₯Ό νμ΅λλ€....
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'Technische UniversitΓ€t Dortmund > FakultΓ€t Statistik' μΉ΄ν κ³ λ¦¬μ λ€λ₯Έ κΈ
| B-Splines (0) | 2020.02.03 |
|---|---|
| Univariate and Linear Modeling (0) | 2020.02.02 |
| Risk Minimization (0) | 2020.01.31 |
| Hypothesis Spaces and Capacity (0) | 2020.01.31 |
| Advanced Statistical Learning (0) | 2019.10.10 |
