$30 off During Our Annual Pro Sale. View Details »

Regression

Avatar for Gang Tao Gang Tao
March 30, 2016
Technology
0
91

 Regression

A simple introduction of regression analysis

Avatar for Gang Tao

Gang Tao

March 30, 2016
Tweet

More Decks by Gang Tao

See All by Gang Tao
Visualizing the Pulse of Data
Avatar for Gang Tao gangtao
0
91
Query Your Streaming Data on Kafka using SQL
Avatar for Gang Tao gangtao
0
61
Unlocking Cloud Observability
Avatar for Gang Tao gangtao
0
110
Scale Machine learning model deployment
Avatar for Gang Tao gangtao
0
250
How to be interesting
Avatar for Gang Tao gangtao
0
76
Cloud Monitoring
Avatar for Gang Tao gangtao
0
87
Big Data Computation Architecture
Avatar for Gang Tao gangtao
0
160
Splunk Spark Integration
Avatar for Gang Tao gangtao
1
1.2k
Bayesian Classification
Avatar for Gang Tao gangtao
0
580

Other Decks in Technology

See All in Technology
チーリンについて
Avatar for ぐっち hirotomotaguchi
6
2.1k
100以上の新規コネクタ提供を可能にしたアーキテクチャ
Avatar for yu-kioo ooyukioo
0
130
プロンプトやエージェントを自動的に作る方法
Avatar for shibuiwilliam shibuiwilliam
15
14k
大企業でもできる！ボトムアップで拡大させるプラットフォームの作り方
Avatar for ファインディ株式会社（イベント資料アップ用） findy_eventslides
1
860
2025-12-18_AI駆動開発推進プロジェクト運営について / AIDD-Promotion project management
Avatar for yayoi_dd yayoi_dd
0
130
Haskell を武器にして挑む競技プログラミング ─ 操作的思考から意味モデル思考へ
Avatar for Naoya Ito naoya
7
1.6k
寫​了​幾年​ Code，​然後​呢？​軟體​工程師​必須重新​認識​的​ DevOps
Avatar for Cheng-Wei Chen cheng_wei_chen
1
1.5k
AWS re:Invent 2025~初参加の成果と学び~
Avatar for Kubo kubomasataka
0
150
[デモです] NotebookLM で作ったスライドの例
Avatar for Takaaki Tanaka kongmingstrap
0
170
re:Invent2025 3つの Frontier Agents を紹介 / introducing-3-frontier-agents
Avatar for tomoki10 tomoki10
0
290
Fashion×AI「似合う」を届けるためのWEARのAI戦略
Avatar for ZOZO Developers zozotech
PRO
2
960
年間40件以上の登壇を続けて見えた「本当の発信力」/ 20251213 Masaki Okuda
Avatar for SHIFT EVOLVE shift_evolve
PRO
1
140

Featured

See All Featured
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
Avatar for Sara Fernández Carmona sarafernandezseo
0
82
GraphQLの誤解/rethinking-graphql
Avatar for sonatard sonatard
73
11k
How GitHub (no longer) Works
Avatar for Zach Holman holman
316
140k
The SEO Collaboration Effect
Avatar for Kristina Bergwall kristinabergwall1
0
300
Future Trends and Review - Lecture 12 - Web Technologies (1019888BNR)
Avatar for Beat Signer signer
PRO
0
3.1k
Build The Right Thing And Hit Your Dates
Avatar for Maggie C. maggiecrowley
38
3k
Raft: Consensus for Rubyists
Avatar for Patrick Van Stee vanstee
141
7.2k
Why You Should Never Use an ORM
Avatar for John Nunemaker jnunemaker
PRO
61
9.6k
Ten Tips & Tricks for a 🌱 transition
Avatar for Manu Carrasco Molina stuffmc
0
30
Dealing with People You Can't Stand - Big Design 2015
Avatar for Cassini Nazir cassininazir
367
27k
For a Future-Friendly Web
Avatar for Brad Frost brad_frost
180
10k
The AI Search Optimization Roadmap by Aleyda Solis
Avatar for Aleyda Solis aleyda
1
5k

Transcript

  1. Regression

  2. Regression to Mediocrity

  3. Regression towards mean

  4. Eccentricity - Correlation

  5. No Correlation = No Relationship

  6. What does correlation mean?

  7. A Use Case ⾼高⾎血压 糖尿病 没病

  8. Regression Analysis Relationship Variables X : Independant Variables (predictor) Y

    : dependant Variables B : Unknown parameters Y = f(B,X)

  9. Linear Regress ( Ordinary Least Squares ) 0 40 80

    120 160 0 35 70 105 140

  10. Story of Ceres

  11. Demo Wine Predict

  12. Logistic Regression

  13. Confusion Matrix Sensitivity = TP/( TP + FN) Specificity =

    TN/( TN + FP)

  14. Demo Predict Election