Global Residential Sensor Faucet in Retail Competitive Landscape Professional Research Report 2024

Report Format: PDF   |   Report ID: 5673423   |   Published Date: July 2024   |   Pages:  170+  

Research Summary
In a retail context, a residential sensor faucet refers to a hands-free, automated faucet designed for use in home environments. These faucets are equipped with sensor technology that detects the presence of hands or objects underneath the spout, triggering the water flow without the need for physical contact with handles or levers. The use of residential sensor faucets in retail settings, such as home improvement stores or kitchen and bath showrooms, allows customers to experience the convenience and modern functionality of sensor-driven fixtures for their homes. These faucets often showcase features like water conservation, hygiene benefits, and contemporary design aesthetics. Customers can interact with and test these faucets in a retail environment to understand how they work and assess their suitability for use in residential kitchens and bathrooms.
According to DIResearch's in-depth investigation and research, the global Residential Sensor Faucet in Retail market size will reach XX US$ Million in 2024, and is expected to reach XX US$ Million in 2030, with a CAGR of XX% (2025-2030). Among them, the China market has changed rapidly in the past few years. The market size in 2024 will be XX US$ Million, accounting for approximately XX% of the world. It is expected to reach XX US$ Million in 2030, and the global share will reach XX%.
The major global manufacturers of Residential Sensor Faucet in Retail include LIXIL Group Corporation, Masco Corporation, Moen, Kohler, TOTO, PRESTO Group, Pfister, Oras, Sloan Valve, Miscea, GESSI, Geberit, Advanced Modern Technologies, Beiduo Bathroom, Sunlot Shares, Fuzhou Sanxie Electron, GLLO (Fujian) Smart Kitchen & Bathroom Stock, YOCOSS Electronic Equipment, Fuzhou GIBO Induction Satinary Ware, ZILONG, TCK etc. The global players competition landscape in this report is divided into three tiers. The first tiers is the global leading enterprise, which occupies a major market share, is in a leading position in the industry, has strong competitiveness and influence, and has a large revenue scale; the second tiers has a certain share and popularity in the market, actively follows the industry leaders in product, service or technological innovation, and has a medium revenue scale; the third tiers has a smaller share in the market, has a lower brand awareness, mainly focuses on the local market, and has a relatively small revenue scale.
This report studies the market size, price trends and future development prospects of Residential Sensor Faucet in Retail. Focus on analysing the market share, product portfolio, prices, sales volume, 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 Residential Sensor Faucet in Retail market. The report data covers historical data from 2019 to 2023, based year in 2024 and forecast data from 2025 to 2030.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Residential Sensor Faucet in Retail 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 Residential Sensor Faucet in Retail 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 Residential Sensor Faucet in Retail Include:
LIXIL Group Corporation
Masco Corporation
Moen
Kohler
TOTO
PRESTO Group
Pfister
Oras
Sloan Valve
Miscea
GESSI
Geberit
Advanced Modern Technologies
Beiduo Bathroom
Sunlot Shares
Fuzhou Sanxie Electron
GLLO (Fujian) Smart Kitchen & Bathroom Stock
YOCOSS Electronic Equipment
Fuzhou GIBO Induction Satinary Ware
ZILONG
TCK
Residential Sensor Faucet in Retail Product Segment Include:
Alternating Current Sensor Faucet
Direct Current Sensor Faucet
Residential Sensor Faucet in Retail Product Application Include:
Kitchen
Bathroom
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Residential Sensor Faucet in Retail Industry PESTEL Analysis
Chapter 3: Global Residential Sensor Faucet in Retail Industry Porter's Five Forces Analysis
Chapter 4: Global Residential Sensor Faucet in Retail Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Residential Sensor Faucet in Retail Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Residential Sensor Faucet in Retail Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Residential Sensor Faucet in Retail Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Residential Sensor Faucet in Retail Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Residential Sensor Faucet in Retail Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Residential Sensor Faucet in Retail Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Residential Sensor Faucet in Retail Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Residential Sensor Faucet in Retail 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
Table of Contents

1 Residential Sensor Faucet in Retail Market Overview

1.1 Product Definition and Statistical Scope

1.2 Residential Sensor Faucet in Retail Product by Type

1.2.1 Global Residential Sensor Faucet in Retail Market Size by Type, 2023 VS 2024 VS 2030

1.2.2 Alternating Current Sensor Faucet

1.2.3 Direct Current Sensor Faucet

1.3 Residential Sensor Faucet in Retail Product by Application

1.3.1 Global Residential Sensor Faucet in Retail Market Size by Application, 2023 VS 2024 VS 2030

1.3.2 Kitchen

1.3.3 Bathroom

1.4 Global Residential Sensor Faucet in Retail Market Revenue and Sales Analysis

1.4.1 Global Residential Sensor Faucet in Retail Market Size Analysis (2019-2030)

1.4.2 Global Residential Sensor Faucet in Retail Market Sales Analysis (2019-2030)

1.4.3 Global Residential Sensor Faucet in Retail Market Sales Price Trend Analysis (2019-2030)

1.5 Residential Sensor Faucet in Retail Market Development Status and Trends

1.5.1 Residential Sensor Faucet in Retail Industry Development Status Analysis

1.5.2 Residential Sensor Faucet in Retail Industry Development Trends Analysis

2 Residential Sensor Faucet in Retail 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 Residential Sensor Faucet in Retail 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 Residential Sensor Faucet in Retail Market Analysis by Regions

4.1 Residential Sensor Faucet in Retail Overall Market: 2023 VS 2024 VS 2030

4.2 Global Residential Sensor Faucet in Retail Revenue and Forecast Analysis (2019-2030)

4.2.1 Global Residential Sensor Faucet in Retail Revenue and Market Share by Region (2019-2024)

4.2.2 Global Residential Sensor Faucet in Retail Revenue Forecast by Region (2025-2030)

4.3 Global Residential Sensor Faucet in Retail Sales and Forecast Analysis (2019-2030)

4.3.1 Global Residential Sensor Faucet in Retail Sales and Market Share by Region (2019-2024)

4.3.2 Global Residential Sensor Faucet in Retail Sales Forecast by Region (2025-2030)

4.4 Global Residential Sensor Faucet in Retail Sales Price Trend Analysis (2019-2030)

5 Global Residential Sensor Faucet in Retail Market Size by Type and Application

5.1 Global Residential Sensor Faucet in Retail Market Size by Type

5.1.1 Global Residential Sensor Faucet in Retail Revenue and Forecast Analysis by Type (2019-2030)

5.1.2 Global Residential Sensor Faucet in Retail Sales and Forecast Analysis by Type (2019-2030)

5.2 Global Residential Sensor Faucet in Retail Market Size by Application

5.2.1 Global Residential Sensor Faucet in Retail Revenue and Forecast Analysis by Application (2019-2030)

5.2.2 Global Residential Sensor Faucet in Retail Sales and Forecast Analysis by Application (2019-2030)

6 North America

6.1 North America Residential Sensor Faucet in Retail Market Size and Growth Rate Analysis (2019-2030)

6.2 North America Key Manufacturers Analysis

6.3 North America Residential Sensor Faucet in Retail Market Size by Type

6.3.1 North America Residential Sensor Faucet in Retail Sales by Type (2019-2030)

6.3.2 North America Residential Sensor Faucet in Retail Revenue by Type (2019-2030)

6.4 North America Residential Sensor Faucet in Retail Market Size by Application

6.4.1 North America Residential Sensor Faucet in Retail Sales by Application (2019-2030)

6.4.2 North America Residential Sensor Faucet in Retail Revenue by Application (2019-2030)

6.5 North America Residential Sensor Faucet in Retail Market Size by Country

6.5.1 US

6.5.2 Canada

7 Europe

7.1 Europe Residential Sensor Faucet in Retail Market Size and Growth Rate Analysis (2019-2030)

7.2 Europe Key Manufacturers Analysis

7.3 Europe Residential Sensor Faucet in Retail Market Size by Type

7.3.1 Europe Residential Sensor Faucet in Retail Sales by Type (2019-2030)

7.3.2 Europe Residential Sensor Faucet in Retail Revenue by Type (2019-2030)

7.4 Europe Residential Sensor Faucet in Retail Market Size by Application

7.4.1 Europe Residential Sensor Faucet in Retail Sales by Application (2019-2030)

7.4.2 ? Europe Residential Sensor Faucet in Retail Revenue by Application (2019-2030)

7.5 Europe Residential Sensor Faucet in Retail 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 Residential Sensor Faucet in Retail Market Size and Growth Rate Analysis (2019-2030)

8.2 China Key Manufacturers Analysis

8.3 China Residential Sensor Faucet in Retail Market Size by Type

8.3.1 China Residential Sensor Faucet in Retail Sales by Type (2019-2030)

8.3.2 China Residential Sensor Faucet in Retail Revenue by Type (2019-2030)

8.4 China Residential Sensor Faucet in Retail Market Size by Application

8.4.1 China Residential Sensor Faucet in Retail Sales by Application (2019-2030)

8.4.2 China Residential Sensor Faucet in Retail Revenue by Application (2019-2030)

9 APAC (excl. China)

9.1 APAC (excl. China) Residential Sensor Faucet in Retail Market Size and Growth Rate Analysis (2019-2030)

9.2 APAC (excl. China) Key Manufacturers Analysis

9.3 APAC (excl. China) Residential Sensor Faucet in Retail Market Size by Type

9.3.1 APAC (excl. China) Residential Sensor Faucet in Retail Sales by Type (2019-2030)

9.3.2 APAC (excl. China) Residential Sensor Faucet in Retail Revenue by Type (2019-2030)

9.4 APAC (excl. China) Residential Sensor Faucet in Retail Market Size by Application

9.4.1 APAC (excl. China) Residential Sensor Faucet in Retail Sales by Application (2019-2030)

9.4.2 APAC (excl. China) Residential Sensor Faucet in Retail Revenue by Application (2019-2030)

9.5 APAC (excl. China) Residential Sensor Faucet in Retail Market Size by Country

9.5.1 Japan

9.5.2 South Korea

9.5.3 India

9.5.4 Australia

9.5.5 Indonesia

9.5.6 Vietnam

9.5.7 Malaysia

9.5.8 Thailand

10 Latin America

10.1 Latin America Residential Sensor Faucet in Retail Market Size and Growth Rate Analysis (2019-2030)

10.2 Latin America Key Manufacturers Analysis

10.3 Latin America Residential Sensor Faucet in Retail Market Size by Type

10.3.1 Latin America Residential Sensor Faucet in Retail Sales by Type (2019-2030)

10.3.2 Latin America Residential Sensor Faucet in Retail Revenue by Type (2019-2030)

10.4 Latin America Residential Sensor Faucet in Retail Market Size by Application

10.4.1 Latin America Residential Sensor Faucet in Retail Sales by Application (2019-2030)

10.4.2 Latin America Residential Sensor Faucet in Retail Revenue by Application (2019-2030)

10.5 Latin America Residential Sensor Faucet in Retail Market Size by Country

10.5.1 Mexico

10.5.2 Brazil

11 Middle East & Africa

11.1 Middle East & Africa Residential Sensor Faucet in Retail Market Size and Growth Rate Analysis (2019-2030)

11.2 Middle East & Africa Key Manufacturers Analysis

11.3 Middle East & Africa Residential Sensor Faucet in Retail Market Size by Type

11.3.1 Middle East & Africa Residential Sensor Faucet in Retail Sales by Type (2019-2030)

11.3.2 Middle East & Africa Residential Sensor Faucet in Retail Revenue by Type (2019-2030)

11.4 Middle East & Africa Residential Sensor Faucet in Retail Market Size by Application

11.4.1 Middle East & Africa Residential Sensor Faucet in Retail Sales by Application (2019-2030)

11.4.2 Middle East & Africa Residential Sensor Faucet in Retail Revenue by Application (2019-2030)

11.5 Middle East & Africa Residential Sensor Faucet in Retail Market Size by Country

11.5.1 Saudi Arabia

11.5.2 South Africa

12 Competition by Manufacturers

12.1 Global Residential Sensor Faucet in Retail Market Sales, Revenue and Price by Key Manufacturers (2020-2024)

12.1.1 Global Residential Sensor Faucet in Retail Market Sales by Key Manufacturers (2020-2024)

12.1.2 Global Residential Sensor Faucet in Retail Market Revenue by Key Manufacturers (2020-2024)

12.1.3 Global Residential Sensor Faucet in Retail Average Sales Price by Manufacturers (2020-2024)

12.2 Residential Sensor Faucet in Retail Competitive Landscape Analysis and Market Dynamic

12.2.1 Residential Sensor Faucet in Retail 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 LIXIL Group Corporation

13.1.1 LIXIL Group Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.1.2 LIXIL Group Corporation Residential Sensor Faucet in Retail Product Portfolio

13.1.3 LIXIL Group Corporation Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.2 Masco Corporation

13.2.1 Masco Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.2.2 Masco Corporation Residential Sensor Faucet in Retail Product Portfolio

13.2.3 Masco Corporation Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.3 Moen

13.3.1 Moen Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.3.2 Moen Residential Sensor Faucet in Retail Product Portfolio

13.3.3 Moen Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.4 Kohler

13.4.1 Kohler Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.4.2 Kohler Residential Sensor Faucet in Retail Product Portfolio

13.4.3 Kohler Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.5 TOTO

13.5.1 TOTO Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.5.2 TOTO Residential Sensor Faucet in Retail Product Portfolio

13.5.3 TOTO Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.6 PRESTO Group

13.6.1 PRESTO Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.6.2 PRESTO Group Residential Sensor Faucet in Retail Product Portfolio

13.6.3 PRESTO Group Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.7 Pfister

13.7.1 Pfister Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.7.2 Pfister Residential Sensor Faucet in Retail Product Portfolio

13.7.3 Pfister Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.8 Oras

13.8.1 Oras Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.8.2 Oras Residential Sensor Faucet in Retail Product Portfolio

13.8.3 Oras Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.9 Sloan Valve

13.9.1 Sloan Valve Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.9.2 Sloan Valve Residential Sensor Faucet in Retail Product Portfolio

13.9.3 Sloan Valve Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.10 Miscea

13.10.1 Miscea Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.10.2 Miscea Residential Sensor Faucet in Retail Product Portfolio

13.10.3 Miscea Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.11 GESSI

13.11.1 GESSI Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.11.2 GESSI Residential Sensor Faucet in Retail Product Portfolio

13.11.3 GESSI Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.12 Geberit

13.12.1 Geberit Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.12.2 Geberit Residential Sensor Faucet in Retail Product Portfolio

13.12.3 Geberit Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.13 Advanced Modern Technologies

13.13.1 Advanced Modern Technologies Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.13.2 Advanced Modern Technologies Residential Sensor Faucet in Retail Product Portfolio

13.13.3 Advanced Modern Technologies Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.14 Beiduo Bathroom

13.14.1 Beiduo Bathroom Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.14.2 Beiduo Bathroom Residential Sensor Faucet in Retail Product Portfolio

13.14.3 Beiduo Bathroom Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.15 Sunlot Shares

13.15.1 Sunlot Shares Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.15.2 Sunlot Shares Residential Sensor Faucet in Retail Product Portfolio

13.15.3 Sunlot Shares Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.16 Fuzhou Sanxie Electron

13.16.1 Fuzhou Sanxie Electron Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.16.2 Fuzhou Sanxie Electron Residential Sensor Faucet in Retail Product Portfolio

13.16.3 Fuzhou Sanxie Electron Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.17 GLLO (Fujian) Smart Kitchen & Bathroom Stock

13.17.1 GLLO (Fujian) Smart Kitchen & Bathroom Stock Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.17.2 GLLO (Fujian) Smart Kitchen & Bathroom Stock Residential Sensor Faucet in Retail Product Portfolio

13.17.3 GLLO (Fujian) Smart Kitchen & Bathroom Stock Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.18 YOCOSS Electronic Equipment

13.18.1 YOCOSS Electronic Equipment Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.18.2 YOCOSS Electronic Equipment Residential Sensor Faucet in Retail Product Portfolio

13.18.3 YOCOSS Electronic Equipment Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.19 Fuzhou GIBO Induction Satinary Ware

13.19.1 Fuzhou GIBO Induction Satinary Ware Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.19.2 Fuzhou GIBO Induction Satinary Ware Residential Sensor Faucet in Retail Product Portfolio

13.19.3 Fuzhou GIBO Induction Satinary Ware Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.20 ZILONG

13.20.1 ZILONG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.20.2 ZILONG Residential Sensor Faucet in Retail Product Portfolio

13.20.3 ZILONG Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.21 TCK

13.21.1 TCK Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.21.2 TCK Residential Sensor Faucet in Retail Product Portfolio

13.21.3 TCK Residential Sensor Faucet in Retail Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14 Industry Chain Analysis

14.1 Residential Sensor Faucet in Retail Industry Chain Analysis

14.2 Residential Sensor Faucet in Retail Industry Upstream Supply Analysis

14.2.1 Upstream Key Raw Material Supply Analysis

14.2.2 Raw Material Suppliers and Contact Information

14.3 Residential Sensor Faucet in Retail Typical Downstream Customers

14.4 Residential Sensor Faucet in Retail 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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