Global Single-Mode Blue Laser Diode Competitive Landscape Professional Research Report 2025
Description
Research Summary
A single-mode blue laser diode is a semiconductor laser device that emits coherent light in the blue spectral range, typically between 400 to 480 nanometers. Unlike multimode lasers that emit light in multiple spatial modes, single-mode blue laser diodes are designed to emit light in a single, well-defined spatial mode, resulting in a narrow beam with high spatial coherence and low divergence. These lasers are widely used in various applications such as optical storage (e.g., Blu-ray disc players), biomedical imaging, laser printing, spectroscopy, and materials processing. Single-mode blue laser diodes offer advantages such as high beam quality, precise control over wavelength and power output, and compact size, making them essential components in many optical systems requiring high performance and reliability.
According to DIResearch's in-depth investigation and research, the global Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode include Nichia, Sharp, Sony, Osram Opto Semiconductors, TOPTICA Photonics Inc., Egismos Technology Corporation, Ondax 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 Single-Mode Blue Laser Diode. 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 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode Include:
Nichia
Sharp
Sony
Osram Opto Semiconductors
TOPTICA Photonics Inc.
Egismos Technology Corporation
Ondax
Single-Mode Blue Laser Diode Product Segment Include:
Below 30mW
30mW-60mW
60mW-90mW
90mW-200mW
More than 200mW
Single-Mode Blue Laser Diode Product Application Include:
Bio/Medical
Laser Projectors and Scanners
Blu-Ray Devices
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Single-Mode Blue Laser Diode Industry PESTEL Analysis
Chapter 3: Global Single-Mode Blue Laser Diode Industry Porter’s Five Forces Analysis
Chapter 4: Global Single-Mode Blue Laser Diode Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Single-Mode Blue Laser Diode Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Single-Mode Blue Laser Diode 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
A single-mode blue laser diode is a semiconductor laser device that emits coherent light in the blue spectral range, typically between 400 to 480 nanometers. Unlike multimode lasers that emit light in multiple spatial modes, single-mode blue laser diodes are designed to emit light in a single, well-defined spatial mode, resulting in a narrow beam with high spatial coherence and low divergence. These lasers are widely used in various applications such as optical storage (e.g., Blu-ray disc players), biomedical imaging, laser printing, spectroscopy, and materials processing. Single-mode blue laser diodes offer advantages such as high beam quality, precise control over wavelength and power output, and compact size, making them essential components in many optical systems requiring high performance and reliability.
According to DIResearch's in-depth investigation and research, the global Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode include Nichia, Sharp, Sony, Osram Opto Semiconductors, TOPTICA Photonics Inc., Egismos Technology Corporation, Ondax 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 Single-Mode Blue Laser Diode. 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 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode Include:
Nichia
Sharp
Sony
Osram Opto Semiconductors
TOPTICA Photonics Inc.
Egismos Technology Corporation
Ondax
Single-Mode Blue Laser Diode Product Segment Include:
Below 30mW
30mW-60mW
60mW-90mW
90mW-200mW
More than 200mW
Single-Mode Blue Laser Diode Product Application Include:
Bio/Medical
Laser Projectors and Scanners
Blu-Ray Devices
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Single-Mode Blue Laser Diode Industry PESTEL Analysis
Chapter 3: Global Single-Mode Blue Laser Diode Industry Porter’s Five Forces Analysis
Chapter 4: Global Single-Mode Blue Laser Diode Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Single-Mode Blue Laser Diode Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Single-Mode Blue Laser Diode Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Single-Mode Blue Laser Diode 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
170 Pages
- 1 Single-Mode Blue Laser Diode Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Single-Mode Blue Laser Diode Product by Type
- 1.2.1 Below 30mW
- 1.2.2 30mW-60mW
- 1.2.3 60mW-90mW
- 1.2.4 90mW-200mW
- 1.2.5 More than 200mW
- 1.3 Single-Mode Blue Laser Diode Product by Application
- 1.3.1 Bio/Medical
- 1.3.2 Laser Projectors and Scanners
- 1.3.3 Blu-Ray Devices
- 1.3.4 Others
- 1.4 Global Single-Mode Blue Laser Diode Market Revenue and Sales Analysis
- 1.4.1 Global Single-Mode Blue Laser Diode Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Single-Mode Blue Laser Diode Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Single-Mode Blue Laser Diode Market Sales Price Trend Analysis (2020-2032)
- 1.5 Single-Mode Blue Laser Diode Industry Trends and Innovation
- 1.5.1 Single-Mode Blue Laser Diode Industry Trends and Innovation
- 1.5.2 Single-Mode Blue Laser Diode Market Drivers and Challenges
- 2 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode Market Analysis by Regions
- 4.1 Global Single-Mode Blue Laser Diode Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Single-Mode Blue Laser Diode Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Single-Mode Blue Laser Diode Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Single-Mode Blue Laser Diode Revenue and Market Share Forecast by Region (2026-2032)
- 4.3 Global Single-Mode Blue Laser Diode Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Single-Mode Blue Laser Diode Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Single-Mode Blue Laser Diode Sales and Market Share Forecast by Region (2026-2032)
- 4.4 Global Single-Mode Blue Laser Diode Sales Price Trend Analysis (2020-2032)
- 5 Global Single-Mode Blue Laser Diode Market Size by Type and Application
- 5.1 Global Single-Mode Blue Laser Diode Market Size by Type
- 5.1.1 Global Single-Mode Blue Laser Diode Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Single-Mode Blue Laser Diode Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Single-Mode Blue Laser Diode Market Size by Application
- 5.2.1 Global Single-Mode Blue Laser Diode Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Single-Mode Blue Laser Diode Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Single-Mode Blue Laser Diode Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Single-Mode Blue Laser Diode Market Size by Type
- 6.3.1 North America Single-Mode Blue Laser Diode Sales by Type (2020-2032)
- 6.3.2 North America Single-Mode Blue Laser Diode Revenue by Type (2020-2032)
- 6.4 North America Single-Mode Blue Laser Diode Market Size by Application
- 6.4.1 North America Single-Mode Blue Laser Diode Sales by Application (2020-2032)
- 6.4.2 North America Single-Mode Blue Laser Diode Revenue by Application (2020-2032)
- 6.5 North America Single-Mode Blue Laser Diode Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Single-Mode Blue Laser Diode Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Single-Mode Blue Laser Diode Market Size by Type
- 7.3.1 Europe Single-Mode Blue Laser Diode Sales by Type (2020-2032)
- 7.3.2 Europe Single-Mode Blue Laser Diode Revenue by Type (2020-2032)
- 7.4 Europe Single-Mode Blue Laser Diode Market Size by Application
- 7.4.1 Europe Single-Mode Blue Laser Diode Sales by Application (2020-2032)
- 7.4.2 Europe Single-Mode Blue Laser Diode Revenue by Application (2020-2032)
- 7.5 Europe Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Single-Mode Blue Laser Diode Market Size by Type
- 8.3.1 China Single-Mode Blue Laser Diode Sales by Type (2020-2032)
- 8.3.2 China Single-Mode Blue Laser Diode Revenue by Type (2020-2032)
- 8.4 China Single-Mode Blue Laser Diode Market Size by Application
- 8.4.1 China Single-Mode Blue Laser Diode Sales by Application (2020-2032)
- 8.4.2 China Single-Mode Blue Laser Diode Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Single-Mode Blue Laser Diode Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Single-Mode Blue Laser Diode Market Size by Type
- 9.3.1 APAC (excl. China) Single-Mode Blue Laser Diode Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Single-Mode Blue Laser Diode Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Single-Mode Blue Laser Diode Market Size by Application
- 9.4.1 APAC (excl. China) Single-Mode Blue Laser Diode Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Single-Mode Blue Laser Diode Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Single-Mode Blue Laser Diode 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 Single-Mode Blue Laser Diode Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Single-Mode Blue Laser Diode Market Size by Type
- 10.3.1 Latin America Single-Mode Blue Laser Diode Sales by Type (2020-2032)
- 10.3.2 Latin America Single-Mode Blue Laser Diode Revenue by Type (2020-2032)
- 10.4 Latin America Single-Mode Blue Laser Diode Market Size by Application
- 10.4.1 Latin America Single-Mode Blue Laser Diode Sales by Application (2020-2032)
- 10.4.2 Latin America Single-Mode Blue Laser Diode Revenue by Application (2020-2032)
- 10.5 Latin America Single-Mode Blue Laser Diode Market Size by Country
- 10.6 Latin America Single-Mode Blue Laser Diode Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Single-Mode Blue Laser Diode Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Single-Mode Blue Laser Diode Market Size by Type
- 11.3.1 Middle East & Africa Single-Mode Blue Laser Diode Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Single-Mode Blue Laser Diode Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Single-Mode Blue Laser Diode Market Size by Application
- 11.4.1 Middle East & Africa Single-Mode Blue Laser Diode Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Single-Mode Blue Laser Diode Revenue by Application (2020-2032)
- 11.5 Middle East Single-Mode Blue Laser Diode Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Single-Mode Blue Laser Diode Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Single-Mode Blue Laser Diode Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Single-Mode Blue Laser Diode Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Single-Mode Blue Laser Diode Average Sales Price by Manufacturers (2021-2025)
- 12.2 Single-Mode Blue Laser Diode Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Single-Mode Blue Laser Diode 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 Nichia
- 13.1.1 Nichia Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 Nichia Single-Mode Blue Laser Diode Product Portfolio
- 13.1.3 Nichia Single-Mode Blue Laser Diode Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 Sharp
- 13.2.1 Sharp Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Sharp Single-Mode Blue Laser Diode Product Portfolio
- 13.2.3 Sharp Single-Mode Blue Laser Diode Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 Sony
- 13.3.1 Sony Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Sony Single-Mode Blue Laser Diode Product Portfolio
- 13.3.3 Sony Single-Mode Blue Laser Diode Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 Osram Opto Semiconductors
- 13.4.1 Osram Opto Semiconductors Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 Osram Opto Semiconductors Single-Mode Blue Laser Diode Product Portfolio
- 13.4.3 Osram Opto Semiconductors Single-Mode Blue Laser Diode Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 TOPTICA Photonics Inc.
- 13.5.1 TOPTICA Photonics Inc. Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 TOPTICA Photonics Inc. Single-Mode Blue Laser Diode Product Portfolio
- 13.5.3 TOPTICA Photonics Inc. Single-Mode Blue Laser Diode Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.6 Egismos Technology Corporation
- 13.6.1 Egismos Technology Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 Egismos Technology Corporation Single-Mode Blue Laser Diode Product Portfolio
- 13.6.3 Egismos Technology Corporation Single-Mode Blue Laser Diode Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.7 Ondax
- 13.7.1 Ondax Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 Ondax Single-Mode Blue Laser Diode Product Portfolio
- 13.7.3 Ondax Single-Mode Blue Laser Diode Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Single-Mode Blue Laser Diode Industry Chain Analysis
- 14.2 Single-Mode Blue Laser Diode Industry Raw Material and Suppliers Analysis
- 14.2.1 Single-Mode Blue Laser Diode Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Single-Mode Blue Laser Diode Typical Downstream Customers
- 14.4 Single-Mode Blue Laser Diode 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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