Global High Purity Oxygen Competitive Landscape Professional Research Report 2025
Description
Research Summary
High Purity Oxygen refers to oxygen gas that has undergone meticulous purification processes to achieve an exceptionally high level of purity. Typically exceeding 99.99% purity, this specialized form of oxygen is free from impurities such as nitrogen, moisture, and other contaminants. The purification methods involve cryogenic distillation or pressure swing adsorption to separate and remove trace elements. High Purity Oxygen is used in various critical applications, including medical oxygen therapy, industrial processes such as metal cutting and welding, and scientific research. Its high purity is essential to prevent impurities that might affect industrial processes, compromise the quality of medical treatments, or impact research outcomes. The stringent quality control measures ensure that High Purity Oxygen meets the specific requirements of diverse industries, where the reliability and precision of the oxygen supply are paramount.
According to DIResearch's in-depth investigation and research, the global High Purity Oxygen 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 High Purity Oxygen include Linde Gas, Air Liquide, Air Product, Taiyo Nippon Sanso, Messer Group, HANGZHOU OXYGEN PLANT GROUP, Shanghai Chinllenge Gases, Huate Gas, SI CHUAN QIAO YUAN GAS 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 High Purity Oxygen. 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 High Purity Oxygen 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 High Purity Oxygen 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 Purity Oxygen 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 Purity Oxygen Include:
Linde Gas
Air Liquide
Air Product
Taiyo Nippon Sanso
Messer Group
HANGZHOU OXYGEN PLANT GROUP
Shanghai Chinllenge Gases
Huate Gas
SI CHUAN QIAO YUAN GAS
High Purity Oxygen Product Segment Include:
Purity 99.9～99.95%
Purity More Than 99.95%
High Purity Oxygen Product Application Include:
Metallurgical
Chemical
Electrics
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global High Purity Oxygen Capacity and Production Analysis
Chapter 3: Global High Purity Oxygen Industry PESTEL Analysis
Chapter 4: Global High Purity Oxygen Industry Porter's Five Forces Analysis
Chapter 5: Global High Purity Oxygen Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global High Purity Oxygen Market Size and Forecast by Type and Application Analysis
Chapter 7: North America High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global High Purity Oxygen Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 14: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 15: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 16: Research Findings and Conclusion
Chapter 17: Methodology and Data Sources
High Purity Oxygen refers to oxygen gas that has undergone meticulous purification processes to achieve an exceptionally high level of purity. Typically exceeding 99.99% purity, this specialized form of oxygen is free from impurities such as nitrogen, moisture, and other contaminants. The purification methods involve cryogenic distillation or pressure swing adsorption to separate and remove trace elements. High Purity Oxygen is used in various critical applications, including medical oxygen therapy, industrial processes such as metal cutting and welding, and scientific research. Its high purity is essential to prevent impurities that might affect industrial processes, compromise the quality of medical treatments, or impact research outcomes. The stringent quality control measures ensure that High Purity Oxygen meets the specific requirements of diverse industries, where the reliability and precision of the oxygen supply are paramount.
According to DIResearch's in-depth investigation and research, the global High Purity Oxygen 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 High Purity Oxygen include Linde Gas, Air Liquide, Air Product, Taiyo Nippon Sanso, Messer Group, HANGZHOU OXYGEN PLANT GROUP, Shanghai Chinllenge Gases, Huate Gas, SI CHUAN QIAO YUAN GAS 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 High Purity Oxygen. 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 High Purity Oxygen 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 High Purity Oxygen 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 Purity Oxygen 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 Purity Oxygen Include:
Linde Gas
Air Liquide
Air Product
Taiyo Nippon Sanso
Messer Group
HANGZHOU OXYGEN PLANT GROUP
Shanghai Chinllenge Gases
Huate Gas
SI CHUAN QIAO YUAN GAS
High Purity Oxygen Product Segment Include:
Purity 99.9～99.95%
Purity More Than 99.95%
High Purity Oxygen Product Application Include:
Metallurgical
Chemical
Electrics
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global High Purity Oxygen Capacity and Production Analysis
Chapter 3: Global High Purity Oxygen Industry PESTEL Analysis
Chapter 4: Global High Purity Oxygen Industry Porter's Five Forces Analysis
Chapter 5: Global High Purity Oxygen Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global High Purity Oxygen Market Size and Forecast by Type and Application Analysis
Chapter 7: North America High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa High Purity Oxygen Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global High Purity Oxygen Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 14: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 15: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 16: Research Findings and Conclusion
Chapter 17: Methodology and Data Sources
Table of Contents
170 Pages
- 1 High Purity Oxygen Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 High Purity Oxygen Product by Type
- 1.2.1 Purity 99.9～99.95%
- 1.2.2 Purity More Than 99.95%
- 1.3 High Purity Oxygen Product by Application
- 1.3.1 Metallurgical
- 1.3.2 Chemical
- 1.3.3 Electrics
- 1.3.4 Others
- 1.4 Global High Purity Oxygen Market Revenue and Sales Analysis
- 1.4.1 Global High Purity Oxygen Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global High Purity Oxygen Sales Market Size Analysis (2020-2032)
- 1.4.3 Global High Purity Oxygen Market Sales Price Trend Analysis (2020-2032)
- 1.5 High Purity Oxygen Industry Trends and Innovation
- 1.5.1 High Purity Oxygen Industry Trends and Innovation
- 1.5.2 High Purity Oxygen Market Drivers and Challenges
- 2 Global High Purity Oxygen Capacity and Production Analysis
- 2.1 Global High Purity Oxygen Capacity, Production and Utilization (2020-2032)
- 2.2 Global High Purity Oxygen Production Growth Trend by Region: 2024 VS 2025 VS 2030
- 2.3 Global High Purity Oxygen Production by Region
- 2.3.1 Global High Purity Oxygen Production by Region (2020-2025)
- 2.3.2 Global High Purity Oxygen Production Forecast by Region (2026-2032)
- 2.3.3 Global High Purity Oxygen Production Market Share by Region (2020-2032)
- 3 High Purity Oxygen 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 High Purity Oxygen 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 High Purity Oxygen Market Analysis by Regions
- 5.1 High Purity Oxygen Overall Market: 2024 VS 2025 VS 2032
- 5.2 Global High Purity Oxygen Revenue and Forecast Analysis (2020-2032)
- 5.2.1 Global High Purity Oxygen Revenue and Market Share by Region (2020-2025)
- 5.2.2 Global High Purity Oxygen Revenue and Market Forecast by Region (2026-2032)
- 5.3 Global High Purity Oxygen Sales and Forecast Analysis (2020-2032)
- 5.3.1 Global High Purity Oxygen Sales and Market Share by Region (2020-2025)
- 5.3.2 Global High Purity Oxygen Sales and Market Forecast by Region (2026-2032)
- 5.4 Global High Purity Oxygen Sales Price Trend Analysis (2020-2032)
- 6 Global High Purity Oxygen Market Size by Type and Application
- 6.1 Global High Purity Oxygen Market Size by Type
- 6.1.1 Global High Purity Oxygen Revenue and Forecast Analysis by Type (2020-2032)
- 6.1.2 Global High Purity Oxygen Sales and Forecast Analysis by Type (2020-2032)
- 6.2 Global High Purity Oxygen Market Size by Application
- 6.2.1 Global High Purity Oxygen Revenue and Forecast Analysis by Application (2020-2032)
- 6.2.2 Global High Purity Oxygen Sales and Forecast Analysis by Application (2020-2032)
- 7 North America
- 7.1 North America High Purity Oxygen Market Size and Growth Rate Analysis (2020-2032)
- 7.2 North America Key Manufacturers Analysis
- 7.3 North America High Purity Oxygen Market Size by Type
- 7.3.1 North America High Purity Oxygen Sales by Type (2020-2032)
- 7.3.2 North America High Purity Oxygen Revenue by Type (2020-2032)
- 7.4 North America High Purity Oxygen Market Size by Application
- 7.4.1 North America High Purity Oxygen Sales by Application (2020-2032)
- 7.4.2 North America High Purity Oxygen Revenue by Application (2020-2032)
- 7.5 North America High Purity Oxygen Market Size by Country
- 7.5.1 US
- 7.5.2 Canada
- 8 Europe
- 8.1 Europe High Purity Oxygen Market Size and Growth Rate Analysis (2020-2032)
- 8.2 Europe Key Manufacturers Analysis
- 8.3 Europe High Purity Oxygen Market Size by Type
- 8.3.1 Europe High Purity Oxygen Sales by Type (2020-2032)
- 8.3.2 Europe High Purity Oxygen Revenue by Type (2020-2032)
- 8.4 Europe High Purity Oxygen Market Size by Application
- 8.4.1 Europe High Purity Oxygen Sales by Application (2020-2032)
- 8.4.2 Europe High Purity Oxygen Revenue by Application (2020-2032)
- 8.5 Europe High Purity Oxygen Market Size by Country
- 8.5.1 Germany
- 8.5.2 France
- 8.5.3 United Kingdom
- 8.5.4 Italy
- 8.5.5 Spain
- 8.5.6 Benelux
- 9 China
- 9.1 China High Purity Oxygen Market Size and Growth Rate Analysis (2020-2032)
- 9.2 China Key Manufacturers Analysis
- 9.3 China High Purity Oxygen Market Size by Type
- 9.3.1 China High Purity Oxygen Sales by Type (2020-2032)
- 9.3.2 China High Purity Oxygen Revenue by Type (2020-2032)
- 9.4 China High Purity Oxygen Market Size by Application
- 9.4.1 China High Purity Oxygen Sales by Application (2020-2032)
- 9.4.2 China High Purity Oxygen Revenue by Application (2020-2032)
- 10 APAC (excl. China)
- 10.1 APAC (excl. China) High Purity Oxygen Market Size and Growth Rate Analysis (2020-2032)
- 10.2 APAC (excl. China) Key Manufacturers Analysis
- 10.3 APAC (excl. China) High Purity Oxygen Market Size by Type
- 10.3.1 APAC (excl. China) High Purity Oxygen Sales by Type (2020-2032)
- 10.3.2 APAC (excl. China) High Purity Oxygen Revenue by Type (2020-2032)
- 10.4 APAC (excl. China) High Purity Oxygen Market Size by Application
- 10.4.1 APAC (excl. China) High Purity Oxygen Sales by Application (2020-2032)
- 10.4.2 APAC (excl. China) High Purity Oxygen Revenue by Application (2020-2032)
- 10.5 APAC (excl. China) High Purity Oxygen Market Size by Country
- 10.5.1 Japan
- 10.5.2 South Korea
- 10.5.3 India
- 10.5.4 Australia
- 10.5.5 Southeast Asia
- 11 Latin America
- 11.1 Latin America High Purity Oxygen Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Latin America Key Manufacturers Analysis
- 1`.3 Latin America High Purity Oxygen Market Size by Type
- 11.3.1 Latin America High Purity Oxygen Sales by Type (2020-2032)
- 11.3.2 Latin America High Purity Oxygen Revenue by Type (2020-2032)
- 11.4 Latin America High Purity Oxygen Market Size by Application
- 11.4.1 Latin America High Purity Oxygen Sales by Application (2020-2032)
- 11.4.2 Latin America High Purity Oxygen Revenue by Application (2020-2032)
- 11.5 Latin America High Purity Oxygen Market Size by Country
- 11.6 Latin America High Purity Oxygen Market Size by Country
- 11.6.1 Mexico
- 11.6.2 Brazil
- 12 Middle East & Africa
- 12.1 Middle East & Africa High Purity Oxygen Market Size and Growth Rate Analysis (2020-2032)
- 12.2 Middle East & Africa Key Manufacturers Analysis
- 12.3 Middle East & Africa High Purity Oxygen Market Size by Type
- 12.3.1 Middle East & Africa High Purity Oxygen Sales by Type (2020-2032)
- 12.3.2 Middle East & Africa High Purity Oxygen Revenue by Type (2020-2032)
- 12.4 Middle East & Africa High Purity Oxygen Market Size by Application
- 12.4.1 Middle East & Africa High Purity Oxygen Sales by Application (2020-2032)
- 12.4.2 Middle East & Africa High Purity Oxygen Revenue by Application (2020-2032)
- 12.5 Middle East High Purity Oxygen Market Size by Country
- 12.5.1 Saudi Arabia
- 12.5.2 South Africa
- 13 Competition by Manufacturers
- 13.1 Global High Purity Oxygen Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 13.1.1 Global High Purity Oxygen Market Sales by Key Manufacturers (2021-2025)
- 13.1.2 Global High Purity Oxygen Market Revenue by Key Manufacturers (2021-2025)
- 13.1.3 Global High Purity Oxygen Average Sales Price by Manufacturers (2021-2025)
- 13.2 High Purity Oxygen Competitive Landscape Analysis and Market Dynamic
- 13.2.1 High Purity Oxygen Competitive Landscape Analysis
- 13.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales
- 13.2.3 Market Dynamic
- 14 Key Companies Analysis
- 14.1 Linde Gas
- 14.1.1 Linde Gas Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.1.2 Linde Gas High Purity Oxygen Product Portfolio
- 14.1.3 Linde Gas High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.2 Air Liquide
- 14.2.1 Air Liquide Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.2.2 Air Liquide High Purity Oxygen Product Portfolio
- 14.2.3 Air Liquide High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.3 Air Product
- 14.3.1 Air Product Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.3.2 Air Product High Purity Oxygen Product Portfolio
- 14.3.3 Air Product High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.4 Taiyo Nippon Sanso
- 14.4.1 Taiyo Nippon Sanso Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.4.2 Taiyo Nippon Sanso High Purity Oxygen Product Portfolio
- 14.4.3 Taiyo Nippon Sanso High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.5 Messer Group
- 14.5.1 Messer Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.5.2 Messer Group High Purity Oxygen Product Portfolio
- 14.5.3 Messer Group High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.6 HANGZHOU OXYGEN PLANT GROUP
- 14.6.1 HANGZHOU OXYGEN PLANT GROUP Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.6.2 HANGZHOU OXYGEN PLANT GROUP High Purity Oxygen Product Portfolio
- 14.6.3 HANGZHOU OXYGEN PLANT GROUP High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.7 Shanghai Chinllenge Gases
- 14.7.1 Shanghai Chinllenge Gases Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.7.2 Shanghai Chinllenge Gases High Purity Oxygen Product Portfolio
- 14.7.3 Shanghai Chinllenge Gases High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.8 Huate Gas
- 14.8.1 Huate Gas Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.8.2 Huate Gas High Purity Oxygen Product Portfolio
- 14.8.3 Huate Gas High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.9 SI CHUAN QIAO YUAN GAS
- 14.9.1 SI CHUAN QIAO YUAN GAS Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.9.2 SI CHUAN QIAO YUAN GAS High Purity Oxygen Product Portfolio
- 14.9.3 SI CHUAN QIAO YUAN GAS High Purity Oxygen Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 15 Industry Chain Analysis
- 15.1 High Purity Oxygen Industry Chain Analysis
- 15.2 High Purity Oxygen Industry Raw Material and Suppliers Analysis
- 15.2.1 High Purity Oxygen Key Raw Material Supply Analysis
- 15.2.2 Raw Material Suppliers and Contact Information
- 15.3 High Purity Oxygen Typical Downstream Customers
- 15.4 High Purity Oxygen Sales Channel Analysis
- 16 Research Findings and Conclusion
- 17 Methodology and Data Source
- 17.1 Methodology/Research Approach
- 17.2 Research Scope
- 17.3 Benchmarks and Assumptions
- 17.4 Date Source
- 17.4.1 Primary Sources
- 17.4.2 Secondary Sources
- 17.5 Data Cross Validation
- 17.6 Disclaimer
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