Global Nanocrystalline Soft Magnetic Materials Competitive Landscape Professional Research Report 2025
Description
Global Nanocrystalline Soft Magnetic Materials Competitive Landscape Professional Research Report 2025
Research Summary
Nanocrystalline soft magnetic materials are a class of materials with a specific microstructure and composition that exhibits excellent magnetic properties. These materials are characterized by a nanoscale grain size, typically ranging from a few to tens of nanometers, and possess a fine-grained structure with a high density of grain boundaries. The nanocrystalline structure provides several advantages, including reduced magnetic losses, enhanced magnetic permeability, and improved magnetization behavior compared to traditional coarse-grained materials. These soft magnetic materials find applications in electrical transformers, inductors, motors, and other magnetic devices. Their high magnetic permeability enables efficient energy conversion, while the low magnetic losses contribute to improved efficiency. Additionally, the nanoscale grain boundaries impede the motion of magnetic domain walls, thereby reducing eddy current losses and hysteresis losses. Nanocrystalline soft magnetic materials play a significant role in advancing technologies for efficient energy conversion and magnetic applications.
According to DIResearch's in-depth investigation and research, the global Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials include Proterial, Qingdao Yunlu, Advanced Technology, VACUUMSCHMELZE, China Amorphous Technology, Henan Zhongyue, Londerful New Material, Foshan Huaxin, Orient Group, Bomatec, OJSC MSTATOR, JoinChina Advanced Materials, Vikarsh Nano 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 Nanocrystalline Soft Magnetic Materials. 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 Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials Include:
Proterial
Qingdao Yunlu
Advanced Technology
VACUUMSCHMELZE
China Amorphous Technology
Henan Zhongyue
Londerful New Material
Foshan Huaxin
Orient Group
Bomatec
OJSC MSTATOR
JoinChina Advanced Materials
Vikarsh Nano
Nanocrystalline Soft Magnetic Materials Product Segment Include:
Thickness: 14-18 μm
Thickness: 18-22 μm
Thickness: 22-26 μm
Others
Nanocrystalline Soft Magnetic Materials Product Application Include:
Home Appliances
Consumer Electronics
Photovoltaics and Wind Power
Automotive and Transportation
Medical
Aerospace
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Nanocrystalline Soft Magnetic Materials Capacity and Production Analysis
Chapter 3: Global Nanocrystalline Soft Magnetic Materials Industry PESTEL Analysis
Chapter 4: Global Nanocrystalline Soft Magnetic Materials Industry Porter's Five Forces Analysis
Chapter 5: Global Nanocrystalline Soft Magnetic Materials Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Nanocrystalline Soft Magnetic Materials Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Nanocrystalline Soft Magnetic Materials Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Nanocrystalline Soft Magnetic Materials Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Nanocrystalline Soft Magnetic Materials Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Nanocrystalline Soft Magnetic Materials Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Nanocrystalline Soft Magnetic Materials Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Nanocrystalline Soft Magnetic Materials Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Nanocrystalline Soft Magnetic Materials Product by Type
- 1.2.1 Thickness: 14-18 μm
- 1.2.2 Thickness: 18-22 μm
- 1.2.3 Thickness: 22-26 μm
- 1.2.4 Others
- 1.3 Nanocrystalline Soft Magnetic Materials Product by Application
- 1.3.1 Home Appliances
- 1.3.2 Consumer Electronics
- 1.3.3 Photovoltaics and Wind Power
- 1.3.4 Automotive and Transportation
- 1.3.5 Medical
- 1.3.6 Aerospace
- 1.3.7 Others
- 1.4 Global Nanocrystalline Soft Magnetic Materials Market Revenue and Sales Analysis
- 1.4.1 Global Nanocrystalline Soft Magnetic Materials Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Nanocrystalline Soft Magnetic Materials Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Nanocrystalline Soft Magnetic Materials Market Sales Price Trend Analysis (2020-2032)
- 1.5 Nanocrystalline Soft Magnetic Materials Industry Trends and Innovation
- 1.5.1 Nanocrystalline Soft Magnetic Materials Industry Trends and Innovation
- 1.5.2 Nanocrystalline Soft Magnetic Materials Market Drivers and Challenges
- 2 Global Nanocrystalline Soft Magnetic Materials Capacity and Production Analysis
- 2.1 Global Nanocrystalline Soft Magnetic Materials Capacity, Production and Utilization (2020-2032)
- 2.2 Global Nanocrystalline Soft Magnetic Materials Production Growth Trend by Region: 2024 VS 2025 VS 2030
- 2.3 Global Nanocrystalline Soft Magnetic Materials Production by Region
- 2.3.1 Global Nanocrystalline Soft Magnetic Materials Production by Region (2020-2025)
- 2.3.2 Global Nanocrystalline Soft Magnetic Materials Production Forecast by Region (2026-2032)
- 2.3.3 Global Nanocrystalline Soft Magnetic Materials Production Market Share by Region (2020-2032)
- 3 Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials Market Analysis by Regions
- 5.1 Nanocrystalline Soft Magnetic Materials Overall Market: 2024 VS 2025 VS 2032
- 5.2 Global Nanocrystalline Soft Magnetic Materials Revenue and Forecast Analysis (2020-2032)
- 5.2.1 Global Nanocrystalline Soft Magnetic Materials Revenue and Market Share by Region (2020-2025)
- 5.2.2 Global Nanocrystalline Soft Magnetic Materials Revenue and Market Forecast by Region (2026-2032)
- 5.3 Global Nanocrystalline Soft Magnetic Materials Sales and Forecast Analysis (2020-2032)
- 5.3.1 Global Nanocrystalline Soft Magnetic Materials Sales and Market Share by Region (2020-2025)
- 5.3.2 Global Nanocrystalline Soft Magnetic Materials Sales and Market Forecast by Region (2026-2032)
- 5.4 Global Nanocrystalline Soft Magnetic Materials Sales Price Trend Analysis (2020-2032)
- 6 Global Nanocrystalline Soft Magnetic Materials Market Size by Type and Application
- 6.1 Global Nanocrystalline Soft Magnetic Materials Market Size by Type
- 6.1.1 Global Nanocrystalline Soft Magnetic Materials Revenue and Forecast Analysis by Type (2020-2032)
- 6.1.2 Global Nanocrystalline Soft Magnetic Materials Sales and Forecast Analysis by Type (2020-2032)
- 6.2 Global Nanocrystalline Soft Magnetic Materials Market Size by Application
- 6.2.1 Global Nanocrystalline Soft Magnetic Materials Revenue and Forecast Analysis by Application (2020-2032)
- 6.2.2 Global Nanocrystalline Soft Magnetic Materials Sales and Forecast Analysis by Application (2020-2032)
- 7 North America
- 7.1 North America Nanocrystalline Soft Magnetic Materials Market Size and Growth Rate Analysis (2020-2032)
- 7.2 North America Key Manufacturers Analysis
- 7.3 North America Nanocrystalline Soft Magnetic Materials Market Size by Type
- 7.3.1 North America Nanocrystalline Soft Magnetic Materials Sales by Type (2020-2032)
- 7.3.2 North America Nanocrystalline Soft Magnetic Materials Revenue by Type (2020-2032)
- 7.4 North America Nanocrystalline Soft Magnetic Materials Market Size by Application
- 7.4.1 North America Nanocrystalline Soft Magnetic Materials Sales by Application (2020-2032)
- 7.4.2 North America Nanocrystalline Soft Magnetic Materials Revenue by Application (2020-2032)
- 7.5 North America Nanocrystalline Soft Magnetic Materials Market Size by Country
- 7.5.1 US
- 7.5.2 Canada
- 8 Europe
- 8.1 Europe Nanocrystalline Soft Magnetic Materials Market Size and Growth Rate Analysis (2020-2032)
- 8.2 Europe Key Manufacturers Analysis
- 8.3 Europe Nanocrystalline Soft Magnetic Materials Market Size by Type
- 8.3.1 Europe Nanocrystalline Soft Magnetic Materials Sales by Type (2020-2032)
- 8.3.2 Europe Nanocrystalline Soft Magnetic Materials Revenue by Type (2020-2032)
- 8.4 Europe Nanocrystalline Soft Magnetic Materials Market Size by Application
- 8.4.1 Europe Nanocrystalline Soft Magnetic Materials Sales by Application (2020-2032)
- 8.4.2 Europe Nanocrystalline Soft Magnetic Materials Revenue by Application (2020-2032)
- 8.5 Europe Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials Market Size and Growth Rate Analysis (2020-2032)
- 9.2 China Key Manufacturers Analysis
- 9.3 China Nanocrystalline Soft Magnetic Materials Market Size by Type
- 9.3.1 China Nanocrystalline Soft Magnetic Materials Sales by Type (2020-2032)
- 9.3.2 China Nanocrystalline Soft Magnetic Materials Revenue by Type (2020-2032)
- 9.4 China Nanocrystalline Soft Magnetic Materials Market Size by Application
- 9.4.1 China Nanocrystalline Soft Magnetic Materials Sales by Application (2020-2032)
- 9.4.2 China Nanocrystalline Soft Magnetic Materials Revenue by Application (2020-2032)
- 10 APAC (excl. China)
- 10.1 APAC (excl. China) Nanocrystalline Soft Magnetic Materials Market Size and Growth Rate Analysis (2020-2032)
- 10.2 APAC (excl. China) Key Manufacturers Analysis
- 10.3 APAC (excl. China) Nanocrystalline Soft Magnetic Materials Market Size by Type
- 10.3.1 APAC (excl. China) Nanocrystalline Soft Magnetic Materials Sales by Type (2020-2032)
- 10.3.2 APAC (excl. China) Nanocrystalline Soft Magnetic Materials Revenue by Type (2020-2032)
- 10.4 APAC (excl. China) Nanocrystalline Soft Magnetic Materials Market Size by Application
- 10.4.1 APAC (excl. China) Nanocrystalline Soft Magnetic Materials Sales by Application (2020-2032)
- 10.4.2 APAC (excl. China) Nanocrystalline Soft Magnetic Materials Revenue by Application (2020-2032)
- 10.5 APAC (excl. China) Nanocrystalline Soft Magnetic Materials 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 Nanocrystalline Soft Magnetic Materials Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Latin America Key Manufacturers Analysis
- 1`.3 Latin America Nanocrystalline Soft Magnetic Materials Market Size by Type
- 11.3.1 Latin America Nanocrystalline Soft Magnetic Materials Sales by Type (2020-2032)
- 11.3.2 Latin America Nanocrystalline Soft Magnetic Materials Revenue by Type (2020-2032)
- 11.4 Latin America Nanocrystalline Soft Magnetic Materials Market Size by Application
- 11.4.1 Latin America Nanocrystalline Soft Magnetic Materials Sales by Application (2020-2032)
- 11.4.2 Latin America Nanocrystalline Soft Magnetic Materials Revenue by Application (2020-2032)
- 11.5 Latin America Nanocrystalline Soft Magnetic Materials Market Size by Country
- 11.6 Latin America Nanocrystalline Soft Magnetic Materials Market Size by Country
- 11.6.1 Mexico
- 11.6.2 Brazil
- 12 Middle East & Africa
- 12.1 Middle East & Africa Nanocrystalline Soft Magnetic Materials Market Size and Growth Rate Analysis (2020-2032)
- 12.2 Middle East & Africa Key Manufacturers Analysis
- 12.3 Middle East & Africa Nanocrystalline Soft Magnetic Materials Market Size by Type
- 12.3.1 Middle East & Africa Nanocrystalline Soft Magnetic Materials Sales by Type (2020-2032)
- 12.3.2 Middle East & Africa Nanocrystalline Soft Magnetic Materials Revenue by Type (2020-2032)
- 12.4 Middle East & Africa Nanocrystalline Soft Magnetic Materials Market Size by Application
- 12.4.1 Middle East & Africa Nanocrystalline Soft Magnetic Materials Sales by Application (2020-2032)
- 12.4.2 Middle East & Africa Nanocrystalline Soft Magnetic Materials Revenue by Application (2020-2032)
- 12.5 Middle East Nanocrystalline Soft Magnetic Materials Market Size by Country
- 12.5.1 Saudi Arabia
- 12.5.2 South Africa
- 13 Competition by Manufacturers
- 13.1 Global Nanocrystalline Soft Magnetic Materials Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 13.1.1 Global Nanocrystalline Soft Magnetic Materials Market Sales by Key Manufacturers (2021-2025)
- 13.1.2 Global Nanocrystalline Soft Magnetic Materials Market Revenue by Key Manufacturers (2021-2025)
- 13.1.3 Global Nanocrystalline Soft Magnetic Materials Average Sales Price by Manufacturers (2021-2025)
- 13.2 Nanocrystalline Soft Magnetic Materials Competitive Landscape Analysis and Market Dynamic
- 13.2.1 Nanocrystalline Soft Magnetic Materials 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 Proterial
- 14.1.1 Proterial Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.1.2 Proterial Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.1.3 Proterial Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.2 Qingdao Yunlu
- 14.2.1 Qingdao Yunlu Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.2.2 Qingdao Yunlu Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.2.3 Qingdao Yunlu Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.3 Advanced Technology
- 14.3.1 Advanced Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.3.2 Advanced Technology Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.3.3 Advanced Technology Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.4 VACUUMSCHMELZE
- 14.4.1 VACUUMSCHMELZE Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.4.2 VACUUMSCHMELZE Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.4.3 VACUUMSCHMELZE Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.5 China Amorphous Technology
- 14.5.1 China Amorphous Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.5.2 China Amorphous Technology Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.5.3 China Amorphous Technology Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.6 Henan Zhongyue
- 14.6.1 Henan Zhongyue Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.6.2 Henan Zhongyue Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.6.3 Henan Zhongyue Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.7 Londerful New Material
- 14.7.1 Londerful New Material Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.7.2 Londerful New Material Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.7.3 Londerful New Material Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.8 Foshan Huaxin
- 14.8.1 Foshan Huaxin Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.8.2 Foshan Huaxin Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.8.3 Foshan Huaxin Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.9 Orient Group
- 14.9.1 Orient Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.9.2 Orient Group Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.9.3 Orient Group Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.10 Bomatec
- 14.10.1 Bomatec Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.10.2 Bomatec Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.10.3 Bomatec Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.11 OJSC MSTATOR
- 14.11.1 OJSC MSTATOR Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.11.2 OJSC MSTATOR Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.11.3 OJSC MSTATOR Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.12 JoinChina Advanced Materials
- 14.12.1 JoinChina Advanced Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.12.2 JoinChina Advanced Materials Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.12.3 JoinChina Advanced Materials Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.13 Vikarsh Nano
- 14.13.1 Vikarsh Nano Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.13.2 Vikarsh Nano Nanocrystalline Soft Magnetic Materials Product Portfolio
- 14.13.3 Vikarsh Nano Nanocrystalline Soft Magnetic Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 15 Industry Chain Analysis
- 15.1 Nanocrystalline Soft Magnetic Materials Industry Chain Analysis
- 15.2 Nanocrystalline Soft Magnetic Materials Industry Raw Material and Suppliers Analysis
- 15.2.1 Nanocrystalline Soft Magnetic Materials Key Raw Material Supply Analysis
- 15.2.2 Raw Material Suppliers and Contact Information
- 15.3 Nanocrystalline Soft Magnetic Materials Typical Downstream Customers
- 15.4 Nanocrystalline Soft Magnetic Materials 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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