Research Summary
Trash pumps with engines less than 10 horsepower (hp) are compact and portable pumps designed for handling water with solid particles, debris, or slurry. These pumps are commonly used in construction, agriculture, and various industrial applications where the water may contain larger solids that could potentially clog or damage other types of pumps. The engines, typically gasoline or diesel-powered, provide the necessary power to drive the pump and efficiently move water with suspended particles. The term ? 1/4 ?trash pump? 1/4 ? emphasizes their ability to handle dirty or debris-laden water effectively. These pumps are often equipped with durable impellers and robust construction to withstand the challenges of pumping water with solid content, making them valuable tools in situations where reliable dewatering or water transfer is required in locations without access to a power source.
According to DIResearch's in-depth investigation and research, the global Trash Pumps (Engines ? 1/4 ?10hp) market size will reach US$ XX Million in 2024, and is expected to reach US$ XX 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 US$ XX Million, accounting for approximately XX% of the world. It is expected to reach US$ XX Million in 2030, and the global share will reach XX%.
The major global manufacturers of Trash Pumps (Engines ? 1/4 ?10hp) include Champion, Dayton Wire Wheels, Gorman-Rupp, Honda, Kohler, Little Giant, Multiquip, Northstar, Stanley, Subaru, Tsurumi Pump, Wacker Neuson, Yamaha, Flotec, Generac, Wayne 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 Trash Pumps (Engines ? 1/4 ?10hp). 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 Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) Include:
Champion
Dayton Wire Wheels
Gorman-Rupp
Honda
Kohler
Little Giant
Multiquip
Northstar
Stanley
Subaru
Tsurumi Pump
Wacker Neuson
Yamaha
Flotec
Generac
Wayne
Trash Pumps (Engines ? 1/4 ?10hp) Product Segment Include:
Sump Pumps
Sewage Water-removal Pumps
Others
Trash Pumps (Engines ? 1/4 ?10hp) Product Application Include:
Enterprise
Government
Personal
Other
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Trash Pumps (Engines ? 1/4 ?10hp) Industry PESTEL Analysis
Chapter 3: Global Trash Pumps (Engines ? 1/4 ?10hp) Industry Porter's Five Forces Analysis
Chapter 4: Global Trash Pumps (Engines ? 1/4 ?10hp) Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Trash Pumps (Engines ? 1/4 ?10hp) Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Trash Pumps (Engines ? 1/4 ?10hp) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Trash Pumps (Engines ? 1/4 ?10hp) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Trash Pumps (Engines ? 1/4 ?10hp) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Trash Pumps (Engines ? 1/4 ?10hp) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Trash Pumps (Engines ? 1/4 ?10hp) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) Market Overview 1.1 Product Definition and Statistical Scope 1.2 Trash Pumps (Engines ? 1/4 ?10hp) Product by Type 1.2.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type, 2023 VS 2024 VS 2030 1.2.2 Sump Pumps 1.2.3 Sewage Water-removal Pumps 1.2.4 Others 1.3 Trash Pumps (Engines ? 1/4 ?10hp) Product by Application 1.3.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application, 2023 VS 2024 VS 2030 1.3.2 Enterprise 1.3.3 Government 1.3.4 Personal 1.3.5 Other 1.4 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Revenue and Sales Analysis 1.4.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Size Analysis (2019-2030) 1.4.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Sales Analysis (2019-2030) 1.4.3 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Sales Price Trend Analysis (2019-2030) 1.5 Trash Pumps (Engines ? 1/4 ?10hp) Market Development Status and Trends 1.5.1 Trash Pumps (Engines ? 1/4 ?10hp) Industry Development Status Analysis 1.5.2 Trash Pumps (Engines ? 1/4 ?10hp) Industry Development Trends Analysis 2 Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) Market Analysis by Regions 4.1 Trash Pumps (Engines ? 1/4 ?10hp) Overall Market: 2023 VS 2024 VS 2030 4.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Revenue and Forecast Analysis (2019-2030) 4.2.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Revenue and Market Share by Region (2019-2024) 4.2.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Revenue Forecast by Region (2025-2030) 4.3 Global Trash Pumps (Engines ? 1/4 ?10hp) Sales and Forecast Analysis (2019-2030) 4.3.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Sales and Market Share by Region (2019-2024) 4.3.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Sales Forecast by Region (2025-2030) 4.4 Global Trash Pumps (Engines ? 1/4 ?10hp) Sales Price Trend Analysis (2019-2030) 5 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type and Application 5.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type 5.1.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Revenue and Forecast Analysis by Type (2019-2030) 5.1.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Sales and Forecast Analysis by Type (2019-2030) 5.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application 5.2.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Revenue and Forecast Analysis by Application (2019-2030) 5.2.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Sales and Forecast Analysis by Application (2019-2030) 6 North America 6.1 North America Trash Pumps (Engines ? 1/4 ?10hp) Market Size and Growth Rate Analysis (2019-2030) 6.2 North America Key Manufacturers Analysis 6.3 North America Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type 6.3.1 North America Trash Pumps (Engines ? 1/4 ?10hp) Sales by Type (2019-2030) 6.3.2 North America Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Type (2019-2030) 6.4 North America Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application 6.4.1 North America Trash Pumps (Engines ? 1/4 ?10hp) Sales by Application (2019-2030) 6.4.2 North America Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Application (2019-2030) 6.5 North America Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Country 6.5.1 US 6.5.2 Canada 7 Europe 7.1 Europe Trash Pumps (Engines ? 1/4 ?10hp) Market Size and Growth Rate Analysis (2019-2030) 7.2 Europe Key Manufacturers Analysis 7.3 Europe Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type 7.3.1 Europe Trash Pumps (Engines ? 1/4 ?10hp) Sales by Type (2019-2030) 7.3.2 Europe Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Type (2019-2030) 7.4 Europe Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application 7.4.1 Europe Trash Pumps (Engines ? 1/4 ?10hp) Sales by Application (2019-2030) 7.4.2 ? Europe Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Application (2019-2030) 7.5 Europe Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) Market Size and Growth Rate Analysis (2019-2030) 8.2 China Key Manufacturers Analysis 8.3 China Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type 8.3.1 China Trash Pumps (Engines ? 1/4 ?10hp) Sales by Type (2019-2030) 8.3.2 China Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Type (2019-2030) 8.4 China Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application 8.4.1 China Trash Pumps (Engines ? 1/4 ?10hp) Sales by Application (2019-2030) 8.4.2 China Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Application (2019-2030) 9 APAC (excl. China) 9.1 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Market Size and Growth Rate Analysis (2019-2030) 9.2 APAC (excl. China) Key Manufacturers Analysis 9.3 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type 9.3.1 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Sales by Type (2019-2030) 9.3.2 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Type (2019-2030) 9.4 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application 9.4.1 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Sales by Application (2019-2030) 9.4.2 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Application (2019-2030) 9.5 APAC (excl. China) Trash Pumps (Engines ? 1/4 ?10hp) 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 Trash Pumps (Engines ? 1/4 ?10hp) Market Size and Growth Rate Analysis (2019-2030) 10.2 Latin America Key Manufacturers Analysis 10.3 Latin America Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type 10.3.1 Latin America Trash Pumps (Engines ? 1/4 ?10hp) Sales by Type (2019-2030) 10.3.2 Latin America Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Type (2019-2030) 10.4 Latin America Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application 10.4.1 Latin America Trash Pumps (Engines ? 1/4 ?10hp) Sales by Application (2019-2030) 10.4.2 Latin America Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Application (2019-2030) 10.5 Latin America Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Country 10.5.1 Mexico 10.5.2 Brazil 11 Middle East & Africa 11.1 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Market Size and Growth Rate Analysis (2019-2030) 11.2 Middle East & Africa Key Manufacturers Analysis 11.3 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Type 11.3.1 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Sales by Type (2019-2030) 11.3.2 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Type (2019-2030) 11.4 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Application 11.4.1 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Sales by Application (2019-2030) 11.4.2 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Revenue by Application (2019-2030) 11.5 Middle East & Africa Trash Pumps (Engines ? 1/4 ?10hp) Market Size by Country 11.5.1 Saudi Arabia 11.5.2 South Africa 12 Competition by Manufacturers 12.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Sales, Revenue and Price by Key Manufacturers (2020-2024) 12.1.1 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Sales by Key Manufacturers (2020-2024) 12.1.2 Global Trash Pumps (Engines ? 1/4 ?10hp) Market Revenue by Key Manufacturers (2020-2024) 12.1.3 Global Trash Pumps (Engines ? 1/4 ?10hp) Average Sales Price by Manufacturers (2020-2024) 12.2 Trash Pumps (Engines ? 1/4 ?10hp) Competitive Landscape Analysis and Market Dynamic 12.2.1 Trash Pumps (Engines ? 1/4 ?10hp) 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 Champion 13.1.1 Champion Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.1.2 Champion Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.1.3 Champion Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.2 Dayton Wire Wheels 13.2.1 Dayton Wire Wheels Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.2.2 Dayton Wire Wheels Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.2.3 Dayton Wire Wheels Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.3 Gorman-Rupp 13.3.1 Gorman-Rupp Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.3.2 Gorman-Rupp Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.3.3 Gorman-Rupp Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.4 Honda 13.4.1 Honda Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.4.2 Honda Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.4.3 Honda Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.5 Kohler 13.5.1 Kohler Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.5.2 Kohler Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.5.3 Kohler Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.6 Little Giant 13.6.1 Little Giant Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.6.2 Little Giant Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.6.3 Little Giant Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.7 Multiquip 13.7.1 Multiquip Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.7.2 Multiquip Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.7.3 Multiquip Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.8 Northstar 13.8.1 Northstar Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.8.2 Northstar Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.8.3 Northstar Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.9 Stanley 13.9.1 Stanley Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.9.2 Stanley Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.9.3 Stanley Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.10 Subaru 13.10.1 Subaru Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.10.2 Subaru Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.10.3 Subaru Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.11 Tsurumi Pump 13.11.1 Tsurumi Pump Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.11.2 Tsurumi Pump Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.11.3 Tsurumi Pump Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.12 Wacker Neuson 13.12.1 Wacker Neuson Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.12.2 Wacker Neuson Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.12.3 Wacker Neuson Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.13 Yamaha 13.13.1 Yamaha Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.13.2 Yamaha Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.13.3 Yamaha Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.14 Flotec 13.14.1 Flotec Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.14.2 Flotec Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.14.3 Flotec Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.15 Generac 13.15.1 Generac Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.15.2 Generac Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.15.3 Generac Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.16 Wayne 13.16.1 Wayne Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.16.2 Wayne Trash Pumps (Engines ? 1/4 ?10hp) Product Portfolio 13.16.3 Wayne Trash Pumps (Engines ? 1/4 ?10hp) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14 Industry Chain Analysis 14.1 Trash Pumps (Engines ? 1/4 ?10hp) Industry Chain Analysis 14.2 Trash Pumps (Engines ? 1/4 ?10hp) Industry Upstream Supply Analysis 14.2.1 Upstream Key Raw Material Supply Analysis 14.2.2 Raw Material Suppliers and Contact Information 14.3 Trash Pumps (Engines ? 1/4 ?10hp) Typical Downstream Customers 14.4 Trash Pumps (Engines ? 1/4 ?10hp) 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
Publisher: DIResearch
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