Global High-Capacity Fluid-Bed Dryers Competitive Landscape Professional Research Report 2024
Research Summary
High-capacity fluid-bed dryers are industrial drying systems designed to efficiently and rapidly remove moisture from large quantities of granular materials or particles by utilizing a fluidized bed of air. In this type of drying equipment, the material to be dried is suspended and agitated in a stream of hot air, promoting efficient heat transfer and uniform drying. The term ＂high-capacity＂ indicates the ability of these dryers to handle large volumes of material in a continuous process, making them suitable for industrial applications where significant quantities of dried product are required. Industries such as pharmaceuticals, food processing, and chemicals often use high-capacity fluid-bed dryers to achieve precise control over drying parameters, including temperature and residence time, ensuring the consistent and rapid removal of moisture from various materials while maintaining product quality.
According to DIResearch's in-depth investigation and research, the global High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers include Andritz, Glatt, Fitzpatrick, Hazemag, Buhler, Carrier, GEA, Comessa, ThyssenKrupp, Metso, VIBRA SCHULTHEIS, Pnair, Tianli, Jukai, Yehao, Sanyi, Changyao, Taiweian 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 High-Capacity Fluid-Bed Dryers. 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 High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers Include:
Andritz
Glatt
Fitzpatrick
Hazemag
Buhler
Carrier
GEA
Comessa
ThyssenKrupp
Metso
VIBRA SCHULTHEIS
Pnair
Tianli
Jukai
Yehao
Sanyi
Changyao
Taiweian
High-Capacity Fluid-Bed Dryers Product Segment Include:
Static Fluid-bed Dryer
Vibrating Fluid-bed Dryers
High-Capacity Fluid-Bed Dryers Product Application Include:
Food Industry
Chemical and Pharmaceutical Industry
Agriculture
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global High-Capacity Fluid-Bed Dryers Industry PESTEL Analysis
Chapter 3: Global High-Capacity Fluid-Bed Dryers Industry Porter’s Five Forces Analysis
Chapter 4: Global High-Capacity Fluid-Bed Dryers Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global High-Capacity Fluid-Bed Dryers Market Size and Forecast by Type and Application Analysis
Chapter 6: North America High-Capacity Fluid-Bed Dryers Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe High-Capacity Fluid-Bed Dryers Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China High-Capacity Fluid-Bed Dryers Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) High-Capacity Fluid-Bed Dryers Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America High-Capacity Fluid-Bed Dryers Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa High-Capacity Fluid-Bed Dryers Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 High-Capacity Fluid-Bed Dryers Product by Type
- 1.2.1 Global High-Capacity Fluid-Bed Dryers Market Size by Type, 2023 VS 2024 VS 2030
- 1.2.2 Static Fluid-bed Dryer
- 1.2.3 Vibrating Fluid-bed Dryers
- 1.3 High-Capacity Fluid-Bed Dryers Product by Application
- 1.3.1 Global High-Capacity Fluid-Bed Dryers Market Size by Application, 2023 VS 2024 VS 2030
- 1.3.2 Food Industry
- 1.3.3 Chemical and Pharmaceutical Industry
- 1.3.4 Agriculture
- 1.3.5 Others
- 1.4 Global High-Capacity Fluid-Bed Dryers Market Revenue and Sales Analysis
- 1.4.1 Global High-Capacity Fluid-Bed Dryers Market Size Analysis (2019-2030)
- 1.4.2 Global High-Capacity Fluid-Bed Dryers Market Sales Analysis (2019-2030)
- 1.4.3 Global High-Capacity Fluid-Bed Dryers Market Sales Price Trend Analysis (2019-2030)
- 1.5 High-Capacity Fluid-Bed Dryers Market Development Status and Trends
- 1.5.1 High-Capacity Fluid-Bed Dryers Industry Development Status Analysis
- 1.5.2 High-Capacity Fluid-Bed Dryers Industry Development Trends Analysis
- 2 High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers Market Analysis by Regions
- 4.1 High-Capacity Fluid-Bed Dryers Overall Market: 2023 VS 2024 VS 2030
- 4.2 Global High-Capacity Fluid-Bed Dryers Revenue and Forecast Analysis (2019-2030)
- 4.2.1 Global High-Capacity Fluid-Bed Dryers Revenue and Market Share by Region (2019-2024)
- 4.2.2 Global High-Capacity Fluid-Bed Dryers Revenue Forecast by Region (2025-2030)
- 4.3 Global High-Capacity Fluid-Bed Dryers Sales and Forecast Analysis (2019-2030)
- 4.3.1 Global High-Capacity Fluid-Bed Dryers Sales and Market Share by Region (2019-2024)
- 4.3.2 Global High-Capacity Fluid-Bed Dryers Sales Forecast by Region (2025-2030)
- 4.4 Global High-Capacity Fluid-Bed Dryers Sales Price Trend Analysis (2019-2030)
- 5 Global High-Capacity Fluid-Bed Dryers Market Size by Type and Application
- 5.1 Global High-Capacity Fluid-Bed Dryers Market Size by Type
- 5.1.1 Global High-Capacity Fluid-Bed Dryers Revenue and Forecast Analysis by Type (2019-2030)
- 5.1.2 Global High-Capacity Fluid-Bed Dryers Sales and Forecast Analysis by Type (2019-2030)
- 5.2 Global High-Capacity Fluid-Bed Dryers Market Size by Application
- 5.2.1 Global High-Capacity Fluid-Bed Dryers Revenue and Forecast Analysis by Application (2019-2030)
- 5.2.2 Global High-Capacity Fluid-Bed Dryers Sales and Forecast Analysis by Application (2019-2030)
- 6 North America
- 6.1 North America High-Capacity Fluid-Bed Dryers Market Size and Growth Rate Analysis (2019-2030)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America High-Capacity Fluid-Bed Dryers Market Size by Type
- 6.3.1 North America High-Capacity Fluid-Bed Dryers Sales by Type (2019-2030)
- 6.3.2 North America High-Capacity Fluid-Bed Dryers Revenue by Type (2019-2030)
- 6.4 North America High-Capacity Fluid-Bed Dryers Market Size by Application
- 6.4.1 North America High-Capacity Fluid-Bed Dryers Sales by Application (2019-2030)
- 6.4.2 North America High-Capacity Fluid-Bed Dryers Revenue by Application (2019-2030)
- 6.5 North America High-Capacity Fluid-Bed Dryers Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe High-Capacity Fluid-Bed Dryers Market Size and Growth Rate Analysis (2019-2030)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe High-Capacity Fluid-Bed Dryers Market Size by Type
- 7.3.1 Europe High-Capacity Fluid-Bed Dryers Sales by Type (2019-2030)
- 7.3.2 Europe High-Capacity Fluid-Bed Dryers Revenue by Type (2019-2030)
- 7.4 Europe High-Capacity Fluid-Bed Dryers Market Size by Application
- 7.4.1 Europe High-Capacity Fluid-Bed Dryers Sales by Application (2019-2030)
- 7.4.2 Europe High-Capacity Fluid-Bed Dryers Revenue by Application (2019-2030)
- 7.5 Europe High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers Market Size and Growth Rate Analysis (2019-2030)
- 8.2 China Key Manufacturers Analysis
- 8.3 China High-Capacity Fluid-Bed Dryers Market Size by Type
- 8.3.1 China High-Capacity Fluid-Bed Dryers Sales by Type (2019-2030)
- 8.3.2 China High-Capacity Fluid-Bed Dryers Revenue by Type (2019-2030)
- 8.4 China High-Capacity Fluid-Bed Dryers Market Size by Application
- 8.4.1 China High-Capacity Fluid-Bed Dryers Sales by Application (2019-2030)
- 8.4.2 China High-Capacity Fluid-Bed Dryers Revenue by Application (2019-2030)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) High-Capacity Fluid-Bed Dryers Market Size and Growth Rate Analysis (2019-2030)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) High-Capacity Fluid-Bed Dryers Market Size by Type
- 9.3.1 APAC (excl. China) High-Capacity Fluid-Bed Dryers Sales by Type (2019-2030)
- 9.3.2 APAC (excl. China) High-Capacity Fluid-Bed Dryers Revenue by Type (2019-2030)
- 9.4 APAC (excl. China) High-Capacity Fluid-Bed Dryers Market Size by Application
- 9.4.1 APAC (excl. China) High-Capacity Fluid-Bed Dryers Sales by Application (2019-2030)
- 9.4.2 APAC (excl. China) High-Capacity Fluid-Bed Dryers Revenue by Application (2019-2030)
- 9.5 APAC (excl. China) High-Capacity Fluid-Bed Dryers 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 High-Capacity Fluid-Bed Dryers Market Size and Growth Rate Analysis (2019-2030)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America High-Capacity Fluid-Bed Dryers Market Size by Type
- 10.3.1 Latin America High-Capacity Fluid-Bed Dryers Sales by Type (2019-2030)
- 10.3.2 Latin America High-Capacity Fluid-Bed Dryers Revenue by Type (2019-2030)
- 10.4 Latin America High-Capacity Fluid-Bed Dryers Market Size by Application
- 10.4.1 Latin America High-Capacity Fluid-Bed Dryers Sales by Application (2019-2030)
- 10.4.2 Latin America High-Capacity Fluid-Bed Dryers Revenue by Application (2019-2030)
- 10.5 Latin America High-Capacity Fluid-Bed Dryers Market Size by Country
- 10.5.1 Mexico
- 10.5.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa High-Capacity Fluid-Bed Dryers Market Size and Growth Rate Analysis (2019-2030)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa High-Capacity Fluid-Bed Dryers Market Size by Type
- 11.3.1 Middle East & Africa High-Capacity Fluid-Bed Dryers Sales by Type (2019-2030)
- 11.3.2 Middle East & Africa High-Capacity Fluid-Bed Dryers Revenue by Type (2019-2030)
- 11.4 Middle East & Africa High-Capacity Fluid-Bed Dryers Market Size by Application
- 11.4.1 Middle East & Africa High-Capacity Fluid-Bed Dryers Sales by Application (2019-2030)
- 11.4.2 Middle East & Africa High-Capacity Fluid-Bed Dryers Revenue by Application (2019-2030)
- 11.5 Middle East & Africa High-Capacity Fluid-Bed Dryers Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global High-Capacity Fluid-Bed Dryers Market Sales, Revenue and Price by Key Manufacturers (2020-2024)
- 12.1.1 Global High-Capacity Fluid-Bed Dryers Market Sales by Key Manufacturers (2020-2024)
- 12.1.2 Global High-Capacity Fluid-Bed Dryers Market Revenue by Key Manufacturers (2020-2024)
- 12.1.3 Global High-Capacity Fluid-Bed Dryers Average Sales Price by Manufacturers (2020-2024)
- 12.2 High-Capacity Fluid-Bed Dryers Competitive Landscape Analysis and Market Dynamic
- 12.2.1 High-Capacity Fluid-Bed Dryers 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 Andritz
- 13.1.1 Andritz Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 Andritz High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.1.3 Andritz High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.2 Glatt
- 13.2.1 Glatt Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Glatt High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.2.3 Glatt High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.3 Fitzpatrick
- 13.3.1 Fitzpatrick Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Fitzpatrick High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.3.3 Fitzpatrick High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.4 Hazemag
- 13.4.1 Hazemag Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 Hazemag High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.4.3 Hazemag High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.5 Buhler
- 13.5.1 Buhler Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 Buhler High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.5.3 Buhler High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.6 Carrier
- 13.6.1 Carrier Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 Carrier High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.6.3 Carrier High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.7 GEA
- 13.7.1 GEA Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 GEA High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.7.3 GEA High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.8 Comessa
- 13.8.1 Comessa Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 Comessa High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.8.3 Comessa High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.9 ThyssenKrupp
- 13.9.1 ThyssenKrupp Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 ThyssenKrupp High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.9.3 ThyssenKrupp High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.10 Metso
- 13.10.1 Metso Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 Metso High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.10.3 Metso High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.11 VIBRA SCHULTHEIS
- 13.11.1 VIBRA SCHULTHEIS Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.11.2 VIBRA SCHULTHEIS High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.11.3 VIBRA SCHULTHEIS High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.12 Pnair
- 13.12.1 Pnair Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.12.2 Pnair High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.12.3 Pnair High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.13 Tianli
- 13.13.1 Tianli Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.13.2 Tianli High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.13.3 Tianli High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.14 Jukai
- 13.14.1 Jukai Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.14.2 Jukai High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.14.3 Jukai High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.15 Yehao
- 13.15.1 Yehao Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.15.2 Yehao High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.15.3 Yehao High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.16 Sanyi
- 13.16.1 Sanyi Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.16.2 Sanyi High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.16.3 Sanyi High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.17 Changyao
- 13.17.1 Changyao Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.17.2 Changyao High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.17.3 Changyao High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 13.18 Taiweian
- 13.18.1 Taiweian Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.18.2 Taiweian High-Capacity Fluid-Bed Dryers Product Portfolio
- 13.18.3 Taiweian High-Capacity Fluid-Bed Dryers Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14 Industry Chain Analysis
- 14.1 High-Capacity Fluid-Bed Dryers Industry Chain Analysis
- 14.2 High-Capacity Fluid-Bed Dryers Industry Upstream Supply Analysis
- 14.2.1 Upstream Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 High-Capacity Fluid-Bed Dryers Typical Downstream Customers
- 14.4 High-Capacity Fluid-Bed Dryers 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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