Global Automotive Dimming Glass Market Research Report, Competitive, Technology and Forecast Analysis 2025-2032
Description
Market Overview
According to DIResearch"s in-depth investigation and research, the global Automotive Dimming Glass market size will reach 27.44 Million USD in 2025 and is projected to reach 36.94 Million USD by 2032, with a CAGR of 4.34% (2025-2032). Notably, the China Automotive Dimming Glass market has changed rapidly in the past few years. By 2025, China"s market size is expected to be Million USD, representing approximately % of the global market share.
Research Summary
Automotive dimming glass, also known as auto-dimming glass or electrochromic glass, is a type of smart glass technology used in vehicles to automatically adjust the tint level of the glass based on external light conditions. It provides improved visibility and comfort by reducing glare and blocking excessive sunlight. The technology behind automotive dimming glass involves a thin layer of electrochromic material sandwiched between two layers of glass or plastic. This material can change its opacity or tint when an electric current is applied. The glass typically contains a small electronic control unit that monitors the ambient light conditions and activates the dimming process when necessary. When the sensor detects intense sunlight or glare, it sends a signal to the electrochromic layer, causing it to darken and reduce the amount of light transmitted through the glass. This automatic adjustment helps to improve visibility and reduce eye strain for the vehicle occupants.
The major global manufacturers of Automotive Dimming Glass include Gentex Tech, Fuyao Group, Shanghai Honghu Industry, Guangzhou Ouyi Building Material, Sichuan Great Silicon Technology, Xingye New Materials, Shenzhen Times Zhiguang Technology, Beijing Zhongzhi Tonghui, Guangzhou Taihongtong, Taiwan Qiwei Photoelectric, Jiangxi Kewei, Foshan Mingshida, Shenzhen Yuguang New Materials, Yangzhou Jingcai Intelligent Glass Technology, Shenzhen Huake Chuangzhi Technology, etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Automotive Dimming Glass. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Automotive Dimming Glass market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.
The regions and countries in the report include US, Germany, Japan, China, France, UK, South Korea, Canada, Italy, Russia, Mexico, Brazil, India, Vietnam, Thailand, South Africa and other regions, covering the Automotive Dimming Glass market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Automotive Dimming Glass industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.
The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.
Global Key Manufacturers of Automotive Dimming Glass Include:
Gentex Tech
Fuyao Group
Shanghai Honghu Industry
Guangzhou Ouyi Building Material
Sichuan Great Silicon Technology
Xingye New Materials
Shenzhen Times Zhiguang Technology
Beijing Zhongzhi Tonghui
Guangzhou Taihongtong
Taiwan Qiwei Photoelectric
Jiangxi Kewei
Foshan Mingshida
Shenzhen Yuguang New Materials
Yangzhou Jingcai Intelligent Glass Technology
Shenzhen Huake Chuangzhi Technology
Automotive Dimming Glass Product Segment Include:
Electronically Controlled Dimming Glass
Temperature-controlled Dimming Glass
Light Control Dimming Glass
Pressure-controlled Dimming Glass
Automotive Dimming Glass Product Application Include:
Passenger Car
Commercial Vehicle
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trend
Chapter 2: Global Automotive Dimming Glass Capacity and Production Analysis
Chapter 3: Global Automotive Dimming Glass Industry PESTEL Analysis
Chapter 4: Global Automotive Dimming Glass Industry Porter's Five Forces Analysis
Chapter 5: Global Automotive Dimming Glass Major Regional Market Size (Sales, Revenue, Price) and Forecast Analysis
Chapter 6: Global Automotive Dimming Glass Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 7: Global Automotive Dimming Glass Sales, Revenue, Price and Forecast by Product Type
Chapter 8: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 9: Industrial Chain Analysis, Automotive Dimming Glass Different Application Market Analysis (Sales and Revenue), Sales Channel Analysis
Chapter 10: Research Findings and Conclusion
Chapter 11: Methodology and Data Sources
According to DIResearch"s in-depth investigation and research, the global Automotive Dimming Glass market size will reach 27.44 Million USD in 2025 and is projected to reach 36.94 Million USD by 2032, with a CAGR of 4.34% (2025-2032). Notably, the China Automotive Dimming Glass market has changed rapidly in the past few years. By 2025, China"s market size is expected to be Million USD, representing approximately % of the global market share.
Research Summary
Automotive dimming glass, also known as auto-dimming glass or electrochromic glass, is a type of smart glass technology used in vehicles to automatically adjust the tint level of the glass based on external light conditions. It provides improved visibility and comfort by reducing glare and blocking excessive sunlight. The technology behind automotive dimming glass involves a thin layer of electrochromic material sandwiched between two layers of glass or plastic. This material can change its opacity or tint when an electric current is applied. The glass typically contains a small electronic control unit that monitors the ambient light conditions and activates the dimming process when necessary. When the sensor detects intense sunlight or glare, it sends a signal to the electrochromic layer, causing it to darken and reduce the amount of light transmitted through the glass. This automatic adjustment helps to improve visibility and reduce eye strain for the vehicle occupants.
The major global manufacturers of Automotive Dimming Glass include Gentex Tech, Fuyao Group, Shanghai Honghu Industry, Guangzhou Ouyi Building Material, Sichuan Great Silicon Technology, Xingye New Materials, Shenzhen Times Zhiguang Technology, Beijing Zhongzhi Tonghui, Guangzhou Taihongtong, Taiwan Qiwei Photoelectric, Jiangxi Kewei, Foshan Mingshida, Shenzhen Yuguang New Materials, Yangzhou Jingcai Intelligent Glass Technology, Shenzhen Huake Chuangzhi Technology, etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Automotive Dimming Glass. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Automotive Dimming Glass market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.
The regions and countries in the report include US, Germany, Japan, China, France, UK, South Korea, Canada, Italy, Russia, Mexico, Brazil, India, Vietnam, Thailand, South Africa and other regions, covering the Automotive Dimming Glass market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Automotive Dimming Glass industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.
The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.
Global Key Manufacturers of Automotive Dimming Glass Include:
Gentex Tech
Fuyao Group
Shanghai Honghu Industry
Guangzhou Ouyi Building Material
Sichuan Great Silicon Technology
Xingye New Materials
Shenzhen Times Zhiguang Technology
Beijing Zhongzhi Tonghui
Guangzhou Taihongtong
Taiwan Qiwei Photoelectric
Jiangxi Kewei
Foshan Mingshida
Shenzhen Yuguang New Materials
Yangzhou Jingcai Intelligent Glass Technology
Shenzhen Huake Chuangzhi Technology
Automotive Dimming Glass Product Segment Include:
Electronically Controlled Dimming Glass
Temperature-controlled Dimming Glass
Light Control Dimming Glass
Pressure-controlled Dimming Glass
Automotive Dimming Glass Product Application Include:
Passenger Car
Commercial Vehicle
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trend
Chapter 2: Global Automotive Dimming Glass Capacity and Production Analysis
Chapter 3: Global Automotive Dimming Glass Industry PESTEL Analysis
Chapter 4: Global Automotive Dimming Glass Industry Porter's Five Forces Analysis
Chapter 5: Global Automotive Dimming Glass Major Regional Market Size (Sales, Revenue, Price) and Forecast Analysis
Chapter 6: Global Automotive Dimming Glass Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 7: Global Automotive Dimming Glass Sales, Revenue, Price and Forecast by Product Type
Chapter 8: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 9: Industrial Chain Analysis, Automotive Dimming Glass Different Application Market Analysis (Sales and Revenue), Sales Channel Analysis
Chapter 10: Research Findings and Conclusion
Chapter 11: Methodology and Data Sources
Table of Contents
165 Pages
- 1 Automotive Dimming Glass Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Automotive Dimming Glass Product by Type
- 1.2.1 Electronically Controlled Dimming Glass
- 1.2.2 Temperature-controlled Dimming Glass
- 1.2.3 Light Control Dimming Glass
- 1.2.4 Pressure-controlled Dimming Glass
- 1.3 Automotive Dimming Glass Product by Application
- 1.3.1 Passenger Car
- 1.3.2 Commercial Vehicle
- 1.4 Global Automotive Dimming Glass Market Revenue and Sales Analysis
- 1.4.1 Global Automotive Dimming Glass Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Automotive Dimming Glass Sales Market Sales Analysis (2020-2032)
- 1.4.3 Global Automotive Dimming Glass Market Sales Price Trend Analysis (2020-2032)
- 1.5 Automotive Dimming Glass Market Development Status and Trends
- 1.5.1 Automotive Dimming Glass Industry Development Status Analysis
- 1.5.2 Automotive Dimming Glass Industry Development Trends Analysis
- 2 Global Automotive Dimming Glass Capacity and Production Analysis
- 2.1 Global Automotive Dimming Glass Capacity, Production and Utilization (2020-2032)
- 2.2 Global Automotive Dimming Glass Production Growth Trend by Region: 2024 VS 2025 VS 2032
- 2.3 Global Automotive Dimming Glass Production by Region
- 2.3.1 Global Automotive Dimming Glass Production by Region (2020-2025)
- 2.3.2 Global Automotive Dimming Glass Production Forecast by Region (2026-2032)
- 2.3.3 Global Automotive Dimming Glass Production Market Share by Region (2020-2032)
- 3 Automotive Dimming Glass Market PESTEL Analysis
- 3.1 Political Factors Analysis
- 3.2 Economic Factors Analysis
- 3.3 Social Factors Analysis
- 3.4 Technological Factors Analysis
- 3.5 Environmental Factors Analysis
- 3.6 Legal Factors Analysis
- 4 Automotive Dimming Glass Market Porter's Five Forces Analysis
- 4.1 Competitive Rivalry
- 4.2 Threat of New Entrants
- 4.3 Bargaining Power of Suppliers
- 4.4 Bargaining Power of Buyers
- 4.5 Threat of Substitutes
- 5 Global Automotive Dimming Glass Market Analysis by Country
- 5.1 Global Automotive Dimming Glass Market Size Analysis by Country: 2024 VS 2025 VS 2032
- 5.1.1 Global Automotive Dimming Glass Revenue and Market Share by Country (2020-2025)
- 5.1.2 Global Automotive Dimming Glass Revenue and Market Share Forecast by Country (2026-2032)
- 5.2 Global Automotive Dimming Glass Sales Analysis by Country: 2024 VS 2025 VS 2032
- 5.2.1 Global Automotive Dimming Glass Sales and Market Share by Country (2020-2025)
- 5.2.2 Global Automotive Dimming Glass Sales and Market Share Forecast by Country (2026-2032)
- 5.3 United States Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.4 Germany Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.5 Japan Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.6 China Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.7 France Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.8 U.K. Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.9 South Korea Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.10 Canada Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.11 Italy Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.12 Russia Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.13 Mexico Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.14 Brazil Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.15 India Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.16 Vietnam Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.17 Thailand Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 5.18 South Africa Automotive Dimming Glass Market Sales, Revenue and Growth Rate (2020-2032)
- 6 Competition by Manufacturers
- 6.1 Global Automotive Dimming Glass Market Sales, Revenue and Sales Price by Key Manufacturers (2021-2025)
- 6.1.1 Global Automotive Dimming Glass Market Sales by Key Manufacturers (2021-2025)
- 6.1.2 Global Automotive Dimming Glass Market Revenue by Key Manufacturers (2021-2025)
- 6.1.3 Global Automotive Dimming Glass Average Sales Price by Manufacturers (2021-2025)
- 6.2 Automotive Dimming Glass Competitive Landscape Analysis and Market Dynamic
- 6.2.1 Automotive Dimming Glass Competitive Landscape Analysis
- 6.2.2 Global Key Manufacturers Headquarter and Key Area Sales
- 6.2.3 Market Dynamic
- 7 Automotive Dimming Glass Market Analysis by Type
- 7.1 Global Automotive Dimming Glass Market Revenue Analysis by Type
- 7.1.1 Global Automotive Dimming Glass Market Size Analysis by Type: 2024 & 2025 & 2032
- 7.1.2 Global Automotive Dimming Glass Revenue and Forecast Analysis by Type (2020-2032)
- 7.2 Global Automotive Dimming Glass Market Sales and Forecast Analysis by Type (2020-2032)
- 7.3 Global Automotive Dimming Glass Sales Price Trend Analysis by Type (2020-2032)
- 8 Key Companies Analysis
- 8.1 Gentex Tech
- 8.1.1 Gentex Tech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.1.2 Gentex Tech Automotive Dimming Glass Product Portfolio
- 8.1.3 Gentex Tech Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.2 Fuyao Group
- 8.2.1 Fuyao Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.2.2 Fuyao Group Automotive Dimming Glass Product Portfolio
- 8.2.3 Fuyao Group Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.3 Shanghai Honghu Industry
- 8.3.1 Shanghai Honghu Industry Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.3.2 Shanghai Honghu Industry Automotive Dimming Glass Product Portfolio
- 8.3.3 Shanghai Honghu Industry Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.4 Guangzhou Ouyi Building Material
- 8.4.1 Guangzhou Ouyi Building Material Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.4.2 Guangzhou Ouyi Building Material Automotive Dimming Glass Product Portfolio
- 8.4.3 Guangzhou Ouyi Building Material Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.5 Sichuan Great Silicon Technology
- 8.5.1 Sichuan Great Silicon Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.5.2 Sichuan Great Silicon Technology Automotive Dimming Glass Product Portfolio
- 8.5.3 Sichuan Great Silicon Technology Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.6 Xingye New Materials
- 8.6.1 Xingye New Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.6.2 Xingye New Materials Automotive Dimming Glass Product Portfolio
- 8.6.3 Xingye New Materials Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.7 Shenzhen Times Zhiguang Technology
- 8.7.1 Shenzhen Times Zhiguang Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.7.2 Shenzhen Times Zhiguang Technology Automotive Dimming Glass Product Portfolio
- 8.7.3 Shenzhen Times Zhiguang Technology Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.8 Beijing Zhongzhi Tonghui
- 8.8.1 Beijing Zhongzhi Tonghui Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.8.2 Beijing Zhongzhi Tonghui Automotive Dimming Glass Product Portfolio
- 8.8.3 Beijing Zhongzhi Tonghui Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.9 Guangzhou Taihongtong
- 8.9.1 Guangzhou Taihongtong Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.9.2 Guangzhou Taihongtong Automotive Dimming Glass Product Portfolio
- 8.9.3 Guangzhou Taihongtong Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.10 Taiwan Qiwei Photoelectric
- 8.10.1 Taiwan Qiwei Photoelectric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.10.2 Taiwan Qiwei Photoelectric Automotive Dimming Glass Product Portfolio
- 8.10.3 Taiwan Qiwei Photoelectric Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.11 Jiangxi Kewei
- 8.11.1 Jiangxi Kewei Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.11.2 Jiangxi Kewei Automotive Dimming Glass Product Portfolio
- 8.11.3 Jiangxi Kewei Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.12 Foshan Mingshida
- 8.12.1 Foshan Mingshida Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.12.2 Foshan Mingshida Automotive Dimming Glass Product Portfolio
- 8.12.3 Foshan Mingshida Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.13 Shenzhen Yuguang New Materials
- 8.13.1 Shenzhen Yuguang New Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.13.2 Shenzhen Yuguang New Materials Automotive Dimming Glass Product Portfolio
- 8.13.3 Shenzhen Yuguang New Materials Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.14 Yangzhou Jingcai Intelligent Glass Technology
- 8.14.1 Yangzhou Jingcai Intelligent Glass Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.14.2 Yangzhou Jingcai Intelligent Glass Technology Automotive Dimming Glass Product Portfolio
- 8.14.3 Yangzhou Jingcai Intelligent Glass Technology Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 8.15 Shenzhen Huake Chuangzhi Technology
- 8.15.1 Shenzhen Huake Chuangzhi Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 8.15.2 Shenzhen Huake Chuangzhi Technology Automotive Dimming Glass Product Portfolio
- 8.15.3 Shenzhen Huake Chuangzhi Technology Automotive Dimming Glass Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 9 Industry Chain Analysis
- 9.1 Automotive Dimming Glass Industry Chain Analysis
- 9.2 Automotive Dimming Glass Industry Upstream Supply Analysis
- 9.2.1 Upstream Key Raw Material Supply Analysis
- 9.2.2 Raw Material Suppliers and Contact Information
- 9.3 Automotive Dimming Glass Product Downstream Application Analysis
- 9.3.1 Global Automotive Dimming Glass Revenue Market Size by Application: 2024 VS 2025 VS 2032
- 9.3.2 Global Automotive Dimming Glass Revenue and Forecast Analysis by Application (2020-2032)
- 9.3.3 Global Automotive Dimming Glass Sales and Forecast Analysis by Application (2020-2032)
- 9.4 Automotive Dimming Glass Typical Downstream Customers
- 9.5 Automotive Dimming Glass Sales Channel Analysis
- 10 Research Findings and Conclusion
- 11 Methodology and Data Source
- 11.1 Methodology/Research Approach
- 11.2 Research Scope
- 11.3 Benchmarks and Assumptions
- 11.4 Date Source
- 11.4.1 Primary Sources
- 11.4.2 Secondary Sources
- 11.5 Data Cross Validation
- 11.6 Disclaimer
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