Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥

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
AWSを使う上で最低限知っておきたいセキュリティ研修を社内で実施した話 ~みんなでやるセキュリティ~
Avatar for maimyyym maimyyym
2
1.7k
コンテキスト情報を活用し個社最適化されたAI Agentを実現する4つのポイント
Avatar for KNOWLEDGE WORK / 株式会社ナレッジワーク kworkdev
PRO
1
1.6k
初めてのDatabricks AI/BI Genie
Avatar for Takaaki Yayoi taka_aki
0
200
AWS CLIの新しい認証情報設定方法aws loginコマンドの実態
Avatar for wkm2 wkm2
6
750
Oracle Cloud Infrastructure IaaS 新機能アップデート 2025/09 - 2025/11
Avatar for oracle4engineer oracle4engineer
PRO
0
160
ChatGPTで論⽂は読めるのか
Avatar for Spatial AI Network spatial_ai_network
11
29k
GitHub Copilotを使いこなす 実例に学ぶAIコーディング活用術
Avatar for 74th(Atsushi Morimoto) 74th
3
3.4k
ハッカソンから社内プロダクトへ AIエージェント「ko☆shi」開発で学んだ4つの重要要素
Avatar for そのだ sonoda_mj
4
140
AIエージェント開発と活用を加速するワークフロー自動生成への挑戦
Avatar for shibuiwilliam shibuiwilliam
4
270
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
6
1.6k
OCI Oracle Database Services新機能アップデート(2025/09-2025/11)
Avatar for oracle4engineer oracle4engineer
PRO
1
210
Sansanが実践する Platform EngineeringとSREの協創
Avatar for SansanTech sansantech
PRO
2
930

Featured

See All Featured
Build your cross-platform service in a week with App Engine
Avatar for Jose L jlugia
234
18k
BBQ
Avatar for Matthew Crist matthewcrist
89
9.9k
Designing for Performance
Avatar for Lara Hogan lara
610
69k
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
340
57k
The Straight Up "How To Draw Better" Workshop
Avatar for Dennis Kardys denniskardys
239
140k
Visualization
Avatar for Eitan Lees eitanlees
150
16k
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
174
15k
Principles of Awesome APIs and How to Build Them.
Avatar for Keavy McMinn keavy
127
17k
Designing for humans not robots
Avatar for Tammie Lister tammielis
254
26k
Building Applications with DynamoDB
Avatar for Matt Wood mza
96
6.8k
Done Done
Avatar for chrislema chrislema
186
16k
Intergalactic Javascript Robots from Outer Space
Avatar for Vicent Martí tanoku
273
27k

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