Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Regression

Avatar for Gang Tao Gang Tao
March 30, 2016
Technology
0
92

 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
93
Query Your Streaming Data on Kafka using SQL
Avatar for Gang Tao gangtao
0
63
Unlocking Cloud Observability
Avatar for Gang Tao gangtao
0
120
Scale Machine learning model deployment
Avatar for Gang Tao gangtao
0
260
How to be interesting
Avatar for Gang Tao gangtao
0
78
Cloud Monitoring
Avatar for Gang Tao gangtao
0
92
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
600

Other Decks in Technology

See All in Technology
わからなくて良いなら、わからなきゃだめなの？
Avatar for kota oue kotaoue
1
370
Lambda Web AdapterでLambdaをWEBフレームワーク利用する
Avatar for arakawsh sahou909
0
150
OCHaCafe S11 #2 コンテナ時代の次の一手：Wasm 最前線
Avatar for oracle4engineer oracle4engineer
PRO
2
140
VLAモデル構築のための AIロボット向け模倣学習キット
Avatar for Ken Matsui kmatsuiugo
0
230
システム標準化PMOから ガバメントクラウドCoEへ
Avatar for 高橋広和 techniczna
1
110
It’s “Time” to use Temporal
Avatar for Saji sajikix
3
200
GCASアップデート（202601-202603）
Avatar for 高橋広和 techniczna
0
200
クラウド × シリコンの Mashup - AWS チップ開発で広がる AI 基盤の選択肢
Avatar for Hiroshi Tokoyo htokoyo
2
260
フロントエンド刷新 4年間の軌跡
Avatar for nus3 yotahada3
0
470
Postman v12 で変わる API開発ワークフロー (Postman v12 アップデート) / New API development workflow with Postman v12
Avatar for Yoichi Kawasaki yokawasa
0
140
【Oracle Cloud ウェビナー】【入門編】はじめてのOracle AI Data Platform - AIのためのデータ準備&自社用AIエージェントをワンストップで実現
Avatar for oracle4engineer oracle4engineer
PRO
1
150
今のWordPress の制作手法ってなにがあんねん？(改) / What’s the Deal with WordPress Development These Days?
Avatar for tbshiki tbshiki
0
500

Featured

See All Featured
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
Avatar for Eileen M. Uchitelle eileencodes
26
3.4k
Navigating the Design Leadership Dip - Product Design Week Design Leaders+ Conference 2024
Avatar for Andy Polaine apolaine
0
230
SEO in 2025: How to Prepare for the Future of Search
Avatar for Michael King ipullrank
3
3.4k
CSS Pre-Processors: Stylus, Less & Sass
Avatar for Bermon Painter bermonpainter
360
30k
Redefining SEO in the New Era of Traffic Generation
Avatar for Szymon Słowik szymonslowik
1
240
The B2B funnel & how to create a winning content strategy
Avatar for Katarina Dahlin katarinadahlin
PRO
1
300
Google's AI Overviews - The New Search
Avatar for Barry Adams badams
0
930
So, you think you're a good person
Avatar for Per Axbom axbom
PRO
2
2k
Fireside Chat
Avatar for paigeccino paigeccino
42
3.8k
Utilizing Notion as your number one productivity tool
Avatar for Mfonobong Umondia mfonobong
4
260
Large-scale JavaScript Application Architecture
Avatar for Addy Osmani addyosmani
515
110k
The Spectacular Lies of Maps
Avatar for Per Axbom axbom
PRO
1
630

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