Research Summary
Dental fluoride varnish treatment is a common preventive procedure used in dentistry to strengthen teeth and prevent tooth decay. In this treatment, a thin layer of fluoride varnish is applied to the surface of the teeth by a dental professional. The varnish adheres to the tooth enamel, releasing fluoride over time. This fluoride helps to remineralize the enamel, making it more resistant to acid attacks from bacteria and acids in the mouth. Dental fluoride varnish is usually applied with a small brush or applicator and dries quickly upon contact with saliva. It is a safe and painless procedure that can be done during a routine dental visit. Dental fluoride varnish treatment is particularly beneficial for individuals at higher risk of tooth decay, such as children, teenagers, individuals with dry mouth, or those with a history of cavities. It provides long-lasting protection and contributes to maintaining good oral health.
According to DIResearch's in-depth investigation and research, the global Dental Fluoride Varnish Treatment market size was valued at XX Million USD in 2024 and is projected to reach XX Million USD by 2032, with a CAGR of XX% (2025-2032). Notably, the China market has changed rapidly in the past few years. By 2024, China's market size is expected to be XX Million USD, representing approximately XX% of the global market share. By 2032, it is anticipated to grow further to XX Million USD, contributing XX% to the worldwide market share.
The major global manufacturers of Dental Fluoride Varnish Treatment include Colgate, 3M, Dentsply Sirona, VOCO, Philips, DÜRRDENTAL, Ultradent Products, Young Innovations, DMG Dental, Ivoclar Vivadent, Water Pik, Medicom, Centrix, Inc., GC Corporation, Procter & Gamble, Preventech, Premier Dental, Pulpdent Corporation, Elevate Oral Care 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 Dental Fluoride Varnish Treatment. 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 Dental Fluoride Varnish Treatment 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 North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Dental Fluoride Varnish Treatment 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 Dental Fluoride Varnish Treatment 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 Dental Fluoride Varnish Treatment Include:
Colgate
3M
Dentsply Sirona
VOCO
Philips
DÜRRDENTAL
Ultradent Products
Young Innovations
DMG Dental
Ivoclar Vivadent
Water Pik
Medicom
Centrix, Inc.
GC Corporation
Procter & Gamble
Preventech
Premier Dental
Pulpdent Corporation
Elevate Oral Care
Dental Fluoride Varnish Treatment Product Segment Include:
Fluoride Toothpaste
Fluoride Varnish
Fluoride Mouth Rinse
Fluoride Gel and Foam
Fluoride Supplements
Dental Fluoride Varnish Treatment Product Application Include:
Adults
Children
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Dental Fluoride Varnish Treatment Industry PESTEL Analysis
Chapter 3: Global Dental Fluoride Varnish Treatment Industry Porter’s Five Forces Analysis
Chapter 4: Global Dental Fluoride Varnish Treatment Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Dental Fluoride Varnish Treatment Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Dental Fluoride Varnish Treatment Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Dental Fluoride Varnish Treatment Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Dental Fluoride Varnish Treatment Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Dental Fluoride Varnish Treatment Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Dental Fluoride Varnish Treatment Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Dental Fluoride Varnish Treatment Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Dental Fluoride Varnish Treatment Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
- 1 Dental Fluoride Varnish Treatment Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Dental Fluoride Varnish Treatment Product by Type
- 1.2.1 Fluoride Toothpaste
- 1.2.2 Fluoride Varnish
- 1.2.3 Fluoride Mouth Rinse
- 1.2.4 Fluoride Gel and Foam
- 1.2.5 Fluoride Supplements
- 1.3 Dental Fluoride Varnish Treatment Product by Application
- 1.3.1 Adults
- 1.3.2 Children
- 1.4 Global Dental Fluoride Varnish Treatment Market Revenue and Sales Analysis
- 1.4.1 Global Dental Fluoride Varnish Treatment Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Dental Fluoride Varnish Treatment Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Dental Fluoride Varnish Treatment Market Sales Price Trend Analysis (2020-2032)
- 1.5 Dental Fluoride Varnish Treatment Industry Trends and Innovation
- 1.5.1 Dental Fluoride Varnish Treatment Industry Trends and Innovation
- 1.5.2 Dental Fluoride Varnish Treatment Market Drivers and Challenges
- 2 Dental Fluoride Varnish Treatment Market PESTEL Analysis
- 2.1 Political Factors Analysis
- 2.2 Economic Factors Analysis
- 2.3 Social Factors Analysis
- 2.4 Technological Factors Analysis
- 2.5 Environmental Factors Analysis
- 2.6 Legal Factors Analysis
- 3 Dental Fluoride Varnish Treatment Market Porter's Five Forces Analysis
- 3.1 Competitive Rivalry
- 3.2 Threat of New Entrants
- 3.3 Bargaining Power of Suppliers
- 3.4 Bargaining Power of Buyers
- 3.5 Threat of Substitutes
- 4 Global Dental Fluoride Varnish Treatment Market Analysis by Regions
- 4.1 Global Dental Fluoride Varnish Treatment Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Dental Fluoride Varnish Treatment Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Dental Fluoride Varnish Treatment Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Dental Fluoride Varnish Treatment Revenue and Market Share Forecast by Region (2026-2032)
- 4.3 Global Dental Fluoride Varnish Treatment Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Dental Fluoride Varnish Treatment Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Dental Fluoride Varnish Treatment Sales and Market Share Forecast by Region (2026-2032)
- 4.4 Global Dental Fluoride Varnish Treatment Sales Price Trend Analysis (2020-2032)
- 5 Global Dental Fluoride Varnish Treatment Market Size by Type and Application
- 5.1 Global Dental Fluoride Varnish Treatment Market Size by Type
- 5.1.1 Global Dental Fluoride Varnish Treatment Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Dental Fluoride Varnish Treatment Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Dental Fluoride Varnish Treatment Market Size by Application
- 5.2.1 Global Dental Fluoride Varnish Treatment Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Dental Fluoride Varnish Treatment Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Dental Fluoride Varnish Treatment Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Dental Fluoride Varnish Treatment Market Size by Type
- 6.3.1 North America Dental Fluoride Varnish Treatment Sales by Type (2020-2032)
- 6.3.2 North America Dental Fluoride Varnish Treatment Revenue by Type (2020-2032)
- 6.4 North America Dental Fluoride Varnish Treatment Market Size by Application
- 6.4.1 North America Dental Fluoride Varnish Treatment Sales by Application (2020-2032)
- 6.4.2 North America Dental Fluoride Varnish Treatment Revenue by Application (2020-2032)
- 6.5 North America Dental Fluoride Varnish Treatment Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Dental Fluoride Varnish Treatment Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Dental Fluoride Varnish Treatment Market Size by Type
- 7.3.1 Europe Dental Fluoride Varnish Treatment Sales by Type (2020-2032)
- 7.3.2 Europe Dental Fluoride Varnish Treatment Revenue by Type (2020-2032)
- 7.4 Europe Dental Fluoride Varnish Treatment Market Size by Application
- 7.4.1 Europe Dental Fluoride Varnish Treatment Sales by Application (2020-2032)
- 7.4.2 Europe Dental Fluoride Varnish Treatment Revenue by Application (2020-2032)
- 7.5 Europe Dental Fluoride Varnish Treatment Market Size by Country
- 7.5.1 Germany
- 7.5.2 France
- 7.5.3 United Kingdom
- 7.5.4 Italy
- 7.5.5 Spain
- 7.5.6 Benelux
- 8 China
- 8.1 China Dental Fluoride Varnish Treatment Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Dental Fluoride Varnish Treatment Market Size by Type
- 8.3.1 China Dental Fluoride Varnish Treatment Sales by Type (2020-2032)
- 8.3.2 China Dental Fluoride Varnish Treatment Revenue by Type (2020-2032)
- 8.4 China Dental Fluoride Varnish Treatment Market Size by Application
- 8.4.1 China Dental Fluoride Varnish Treatment Sales by Application (2020-2032)
- 8.4.2 China Dental Fluoride Varnish Treatment Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Dental Fluoride Varnish Treatment Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Dental Fluoride Varnish Treatment Market Size by Type
- 9.3.1 APAC (excl. China) Dental Fluoride Varnish Treatment Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Dental Fluoride Varnish Treatment Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Dental Fluoride Varnish Treatment Market Size by Application
- 9.4.1 APAC (excl. China) Dental Fluoride Varnish Treatment Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Dental Fluoride Varnish Treatment Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Dental Fluoride Varnish Treatment Market Size by Country
- 9.5.1 Japan
- 9.5.2 South Korea
- 9.5.3 India
- 9.5.4 Australia
- 9.5.5 Southeast Asia
- 10 Latin America
- 10.1 Latin America Dental Fluoride Varnish Treatment Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Dental Fluoride Varnish Treatment Market Size by Type
- 10.3.1 Latin America Dental Fluoride Varnish Treatment Sales by Type (2020-2032)
- 10.3.2 Latin America Dental Fluoride Varnish Treatment Revenue by Type (2020-2032)
- 10.4 Latin America Dental Fluoride Varnish Treatment Market Size by Application
- 10.4.1 Latin America Dental Fluoride Varnish Treatment Sales by Application (2020-2032)
- 10.4.2 Latin America Dental Fluoride Varnish Treatment Revenue by Application (2020-2032)
- 10.5 Latin America Dental Fluoride Varnish Treatment Market Size by Country
- 10.6 Latin America Dental Fluoride Varnish Treatment Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Dental Fluoride Varnish Treatment Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Dental Fluoride Varnish Treatment Market Size by Type
- 11.3.1 Middle East & Africa Dental Fluoride Varnish Treatment Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Dental Fluoride Varnish Treatment Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Dental Fluoride Varnish Treatment Market Size by Application
- 11.4.1 Middle East & Africa Dental Fluoride Varnish Treatment Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Dental Fluoride Varnish Treatment Revenue by Application (2020-2032)
- 11.5 Middle East Dental Fluoride Varnish Treatment Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Dental Fluoride Varnish Treatment Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Dental Fluoride Varnish Treatment Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Dental Fluoride Varnish Treatment Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Dental Fluoride Varnish Treatment Average Sales Price by Manufacturers (2021-2025)
- 12.2 Dental Fluoride Varnish Treatment Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Dental Fluoride Varnish Treatment Competitive Landscape Analysis
- 12.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales
- 12.2.3 Market Dynamic
- 13 Key Companies Analysis
- 13.1 Colgate
- 13.1.1 Colgate Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 Colgate Dental Fluoride Varnish Treatment Product Portfolio
- 13.1.3 Colgate Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 3M
- 13.2.1 3M Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 3M Dental Fluoride Varnish Treatment Product Portfolio
- 13.2.3 3M Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 Dentsply Sirona
- 13.3.1 Dentsply Sirona Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Dentsply Sirona Dental Fluoride Varnish Treatment Product Portfolio
- 13.3.3 Dentsply Sirona Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 VOCO
- 13.4.1 VOCO Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 VOCO Dental Fluoride Varnish Treatment Product Portfolio
- 13.4.3 VOCO Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 Philips
- 13.5.1 Philips Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 Philips Dental Fluoride Varnish Treatment Product Portfolio
- 13.5.3 Philips Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.6 DÜRRDENTAL
- 13.6.1 DÜRRDENTAL Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 DÜRRDENTAL Dental Fluoride Varnish Treatment Product Portfolio
- 13.6.3 DÜRRDENTAL Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.7 Ultradent Products
- 13.7.1 Ultradent Products Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 Ultradent Products Dental Fluoride Varnish Treatment Product Portfolio
- 13.7.3 Ultradent Products Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.8 Young Innovations
- 13.8.1 Young Innovations Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 Young Innovations Dental Fluoride Varnish Treatment Product Portfolio
- 13.8.3 Young Innovations Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.9 DMG Dental
- 13.9.1 DMG Dental Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 DMG Dental Dental Fluoride Varnish Treatment Product Portfolio
- 13.9.3 DMG Dental Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.10 Ivoclar Vivadent
- 13.10.1 Ivoclar Vivadent Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 Ivoclar Vivadent Dental Fluoride Varnish Treatment Product Portfolio
- 13.10.3 Ivoclar Vivadent Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.11 Water Pik
- 13.11.1 Water Pik Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.11.2 Water Pik Dental Fluoride Varnish Treatment Product Portfolio
- 13.11.3 Water Pik Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.12 Medicom
- 13.12.1 Medicom Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.12.2 Medicom Dental Fluoride Varnish Treatment Product Portfolio
- 13.12.3 Medicom Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.13 Centrix, Inc.
- 13.13.1 Centrix, Inc. Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.13.2 Centrix, Inc. Dental Fluoride Varnish Treatment Product Portfolio
- 13.13.3 Centrix, Inc. Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.14 GC Corporation
- 13.14.1 GC Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.14.2 GC Corporation Dental Fluoride Varnish Treatment Product Portfolio
- 13.14.3 GC Corporation Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.15 Procter & Gamble
- 13.15.1 Procter & Gamble Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.15.2 Procter & Gamble Dental Fluoride Varnish Treatment Product Portfolio
- 13.15.3 Procter & Gamble Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.16 Preventech
- 13.16.1 Preventech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.16.2 Preventech Dental Fluoride Varnish Treatment Product Portfolio
- 13.16.3 Preventech Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.17 Premier Dental
- 13.17.1 Premier Dental Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.17.2 Premier Dental Dental Fluoride Varnish Treatment Product Portfolio
- 13.17.3 Premier Dental Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.18 Pulpdent Corporation
- 13.18.1 Pulpdent Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.18.2 Pulpdent Corporation Dental Fluoride Varnish Treatment Product Portfolio
- 13.18.3 Pulpdent Corporation Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.19 Elevate Oral Care
- 13.19.1 Elevate Oral Care Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.19.2 Elevate Oral Care Dental Fluoride Varnish Treatment Product Portfolio
- 13.19.3 Elevate Oral Care Dental Fluoride Varnish Treatment Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Dental Fluoride Varnish Treatment Industry Chain Analysis
- 14.2 Dental Fluoride Varnish Treatment Industry Raw Material and Suppliers Analysis
- 14.2.1 Dental Fluoride Varnish Treatment Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Dental Fluoride Varnish Treatment Typical Downstream Customers
- 14.4 Dental Fluoride Varnish Treatment Sales Channel Analysis
- 15 Research Findings and Conclusion
- 16 Methodology and Data Source
- 16.1 Methodology/Research Approach
- 16.2 Research Scope
- 16.3 Benchmarks and Assumptions
- 16.4 Date Source
- 16.4.1 Primary Sources
- 16.4.2 Secondary Sources
- 16.5 Data Cross Validation
- 16.6 Disclaimer
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