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Global K-Nearest Neighbors (KNN) Algorithm Market Research Report 2026
Industry: Service & Software
Published Date: 2026-01-16
Pages: 103 Pages
Report ld: 5692848
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The global K-Nearest Neighbors (KNN) Algorithm market was valued at US$ million in 2025 and is anticipated to reach US$ million by 2032, at a CAGR of %from 2026 to 2032.
The k-nearest neighbor (KNN) algorithm is a non-parametric supervised learning classifier that uses proximity to classify or predict groupings of individual data points.
The North American market for K-Nearest Neighbors (KNN) Algorithm is projected to increase from US$ million in 2025 to US$ million by 2032, at a CAGR of % over 2026–2032.
The Asia-Pacific market for K-Nearest Neighbors (KNN) Algorithm is projected to rise from US$ million in 2025 to US$ million by 2032, at a CAGR of % over 2026–2032.
The global market for K-Nearest Neighbors (KNN) Algorithm in IT is estimated to increase from US$ million in 2025 to US$ million by 2032, at a CAGR of % from 2026 to 2032.
Major global companies of K-Nearest Neighbors (KNN) Algorithm include IBM, Elastic, MathWorks, XLSTAT Software, Arize AI, DataStax, etc. In 2025, the world's top three vendors accounted for approximately % of revenue.
This report delivers a comprehensive overview of the global K-Nearest Neighbors (KNN) Algorithm market, with both quantitative and qualitative analyses, to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current market, and make informed business decisions regarding K-Nearest Neighbors (KNN) Algorithm. The K-Nearest Neighbors (KNN) Algorithm market size, estimates, and forecasts are provided in terms of revenue (US$ millions), with 2025 as the base year and historical and forecast data for 2021–2032.
The report segments the global K-Nearest Neighbors (KNN) Algorithm market comprehensively. Regional market sizes by Type, by Application, , and by player are also provided. For deeper insight, the report profiles the competitive landscape, key competitors, and their respective market rankings, and discusses technological trends and new product developments.
This report will assist K-Nearest Neighbors (KNN) Algorithm manufacturers, new entrants, and companies across the industry value chain with information on revenues, sales volume, and average prices for the overall market and its sub-segments, by company, by Type, by Application, and by region.
MARKET SEGMENTATION
By Company
- IBM
- Elastic
- MathWorks
- XLSTAT Software
- Arize AI
- DataStax
Consumption by Region
- North America
- United States
- Canada
- Asia-Pacific
- China
- Japan
- South Korea
- Southeast Asia
- India
- Australia
- Rest of Asia-Pacific
- Europe
- Germany
- France
- U.K.
- Italy
- Netherlands
- Nordic Countries
- Rest of Europe
- Latin America
- Mexico
- Brazil
- Rest of Latin America
- Middle East & Africa
- Turkey
- Saudi Arabia
- UAE
- Rest of MEA
Segment by Type
- Cloud-based
- On-premises
Segment by Application
- IT
- Finance
- Healthcare
CHAPTER OUTLINE
Chapter 1: Defines the scope of the report and presents an executive summary of market segments (by Type, by Application, , etc.), including the size of each segment and its future growth potential. It offers a high-level view of the current market and its likely evolution in the short, medium, and long term.
Chapter 2: Summarizes global and regional market size and outlines market dynamics and recent developments, including key drivers, restraints, challenges and risks for industry participants, and relevant policy analysis.
Chapter 3: Provides a detailed view of the competitive landscape for K-Nearest Neighbors (KNN) Algorithm companies, covering revenue share, development plans, and mergers and acquisitions.
Chapter 4: Analyzes segments by Type, detailing the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 5: Analyzes segments by Application, detailing the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 6–10: Regional deep dives (North America, Europe, Asia Pacific, Latin America, Middle East & Africa) broken down by country. Each chapter quantifies market size and growth potential by region and key countries, and outlines market development, outlook, addressable space, and capacity.
Chapter 11: Profiles key players, presenting essential information on leading companies, including product/ service offerings, revenue, gross margin, product introductions/portfolios, recent developments, etc.
Chapter 12: Key findings and conclusions of the report.
QYRESEARCH'S STRENGTHS
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TABLE OF CONTENTS
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global K-Nearest Neighbors (KNN) Algorithm Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Cloud-based
1.2.3 On-premises
1.3 Market by Application
1.3.1 Global K-Nearest Neighbors (KNN) Algorithm Market Growth by Application: 2021 vs 2025 vs 2032
1.3.2 IT
1.3.3 Finance
1.3.4 Healthcare
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global K-Nearest Neighbors (KNN) Algorithm Market Perspective (2021–2032)
2.2 Global K-Nearest Neighbors (KNN) Algorithm Growth Trends by Region
2.2.1 Global K-Nearest Neighbors (KNN) Algorithm Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 K-Nearest Neighbors (KNN) Algorithm Historic Market Size by Region (2021–2026)
2.2.3 K-Nearest Neighbors (KNN) Algorithm Forecasted Market Size by Region (2027–2032)
2.3 K-Nearest Neighbors (KNN) Algorithm Market Dynamics
2.3.1 K-Nearest Neighbors (KNN) Algorithm Industry Trends
2.3.2 K-Nearest Neighbors (KNN) Algorithm Market Drivers
2.3.3 K-Nearest Neighbors (KNN) Algorithm Market Challenges
2.3.4 K-Nearest Neighbors (KNN) Algorithm Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top K-Nearest Neighbors (KNN) Algorithm Players by Revenue
3.1.1 Global Top K-Nearest Neighbors (KNN) Algorithm Players by Revenue (2021–2026)
3.1.2 Global K-Nearest Neighbors (KNN) Algorithm Revenue Market Share by Players (2021–2026)
3.2 Global Top K-Nearest Neighbors (KNN) Algorithm Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by K-Nearest Neighbors (KNN) Algorithm Revenue
3.4 Global K-Nearest Neighbors (KNN) Algorithm Market Concentration Ratio
3.4.1 Global K-Nearest Neighbors (KNN) Algorithm Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by K-Nearest Neighbors (KNN) Algorithm Revenue in 2025
3.5 Global Key Players of K-Nearest Neighbors (KNN) Algorithm Head Offices and Areas Served
3.6 Global Key Players of K-Nearest Neighbors (KNN) Algorithm, Products and Applications
3.7 Global Key Players of K-Nearest Neighbors (KNN) Algorithm, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 K-Nearest Neighbors (KNN) Algorithm Breakdown Data by Type
4.1 Global K-Nearest Neighbors (KNN) Algorithm Historic Market Size by Type (2021–2026)
4.2 Global K-Nearest Neighbors (KNN) Algorithm Forecasted Market Size by Type (2027–2032)
5 K-Nearest Neighbors (KNN) Algorithm Breakdown Data by Application
5.1 Global K-Nearest Neighbors (KNN) Algorithm Historic Market Size by Application (2021–2026)
5.2 Global K-Nearest Neighbors (KNN) Algorithm Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America K-Nearest Neighbors (KNN) Algorithm Market Size (2021–2032)
6.2 North America K-Nearest Neighbors (KNN) Algorithm Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2021–2026)
6.4 North America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe K-Nearest Neighbors (KNN) Algorithm Market Size (2021–2032)
7.2 Europe K-Nearest Neighbors (KNN) Algorithm Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2021–2026)
7.4 Europe K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2027–2032)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Size (2021–2032)
8.2 Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Size by Region (2021–2026)
8.4 Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Size by Region (2027–2032)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America K-Nearest Neighbors (KNN) Algorithm Market Size (2021–2032)
9.2 Latin America K-Nearest Neighbors (KNN) Algorithm Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2021–2026)
9.4 Latin America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Size (2021–2032)
10.2 Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2021–2026)
10.4 Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Size by Country (2027–2032)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Details
11.1.2 IBM Business Overview
11.1.3 IBM K-Nearest Neighbors (KNN) Algorithm Introduction
11.1.4 IBM Revenue in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
11.1.5 IBM Recent Development
11.2 Elastic
11.2.1 Elastic Company Details
11.2.2 Elastic Business Overview
11.2.3 Elastic K-Nearest Neighbors (KNN) Algorithm Introduction
11.2.4 Elastic Revenue in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
11.2.5 Elastic Recent Development
11.3 MathWorks
11.3.1 MathWorks Company Details
11.3.2 MathWorks Business Overview
11.3.3 MathWorks K-Nearest Neighbors (KNN) Algorithm Introduction
11.3.4 MathWorks Revenue in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
11.3.5 MathWorks Recent Development
11.4 XLSTAT Software
11.4.1 XLSTAT Software Company Details
11.4.2 XLSTAT Software Business Overview
11.4.3 XLSTAT Software K-Nearest Neighbors (KNN) Algorithm Introduction
11.4.4 XLSTAT Software Revenue in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
11.4.5 XLSTAT Software Recent Development
11.5 Arize AI
11.5.1 Arize AI Company Details
11.5.2 Arize AI Business Overview
11.5.3 Arize AI K-Nearest Neighbors (KNN) Algorithm Introduction
11.5.4 Arize AI Revenue in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
11.5.5 Arize AI Recent Development
11.6 DataStax
11.6.1 DataStax Company Details
11.6.2 DataStax Business Overview
11.6.3 DataStax K-Nearest Neighbors (KNN) Algorithm Introduction
11.6.4 DataStax Revenue in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
11.6.5 DataStax Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
TABLE OF FIGURES
List of Tables
Table 1. Global K-Nearest Neighbors (KNN) Algorithm Market Size Growth Rate by Type (US$ Million): 2021 vs 2025 vs 2032
Table 2. Key Players of Cloud-based
Table 3. Key Players of On-premises
Table 4. Global K-Nearest Neighbors (KNN) Algorithm Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 5. Global K-Nearest Neighbors (KNN) Algorithm Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 6. Global K-Nearest Neighbors (KNN) Algorithm Market Size by Region (US$ Million), 2021–2026
Table 7. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Region (2021–2026)
Table 8. Global K-Nearest Neighbors (KNN) Algorithm Forecasted Market Size by Region (US$ Million), 2027–2032
Table 9. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Region (2027–2032)
Table 10. K-Nearest Neighbors (KNN) Algorithm Market Trends
Table 11. K-Nearest Neighbors (KNN) Algorithm Market Drivers
Table 12. K-Nearest Neighbors (KNN) Algorithm Market Challenges
Table 13. K-Nearest Neighbors (KNN) Algorithm Market Restraints
Table 14. Global K-Nearest Neighbors (KNN) Algorithm Revenue by Players (US$ Million), 2021–2026
Table 15. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Players (2021–2026)
Table 16. Global Top K-Nearest Neighbors (KNN) Algorithm Players by Tier (Tier 1, Tier 2, and Tier 3), based on K-Nearest Neighbors (KNN) Algorithm Revenue, 2025
Table 17. Ranking of Global Top K-Nearest Neighbors (KNN) Algorithm Companies by Revenue (US$ Million) in 2025
Table 18. Global 5 Largest Players Market Share by K-Nearest Neighbors (KNN) Algorithm Revenue (CR5 and HHI), 2021–2026
Table 19. Global Key Players of K-Nearest Neighbors (KNN) Algorithm, Headquarters and Area Served
Table 20. Global Key Players of K-Nearest Neighbors (KNN) Algorithm, Products and Applications
Table 21. Global Key Players of K-Nearest Neighbors (KNN) Algorithm, Date of General Availability (GA)
Table 22. Mergers and Acquisitions, Expansion Plans
Table 23. Global K-Nearest Neighbors (KNN) Algorithm Market Size by Type (US$ Million), 2021–2026
Table 24. Global K-Nearest Neighbors (KNN) Algorithm Revenue Market Share by Type (2021–2026)
Table 25. Global K-Nearest Neighbors (KNN) Algorithm Forecasted Market Size by Type (US$ Million), 2027–2032
Table 26. Global K-Nearest Neighbors (KNN) Algorithm Revenue Market Share by Type (2027–2032)
Table 27. Global K-Nearest Neighbors (KNN) Algorithm Market Size by Application (US$ Million), 2021–2026
Table 28. Global K-Nearest Neighbors (KNN) Algorithm Revenue Market Share by Application (2021–2026)
Table 29. Global K-Nearest Neighbors (KNN) Algorithm Forecasted Market Size by Application (US$ Million), 2027–2032
Table 30. Global K-Nearest Neighbors (KNN) Algorithm Revenue Market Share by Application (2027–2032)
Table 31. North America K-Nearest Neighbors (KNN) Algorithm Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 32. North America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2021–2026
Table 33. North America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2027–2032
Table 34. Europe K-Nearest Neighbors (KNN) Algorithm Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 35. Europe K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2021–2026
Table 36. Europe K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2027–2032
Table 37. Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 38. Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Size by Region (US$ Million), 2021–2026
Table 39. Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Size by Region (US$ Million), 2027–2032
Table 40. Latin America K-Nearest Neighbors (KNN) Algorithm Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 41. Latin America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2021–2026
Table 42. Latin America K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2027–2032
Table 43. Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 44. Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2021–2026
Table 45. Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Size by Country (US$ Million), 2027–2032
Table 46. IBM Company Details
Table 47. IBM Business Overview
Table 48. IBM K-Nearest Neighbors (KNN) Algorithm Product
Table 49. IBM Revenue in K-Nearest Neighbors (KNN) Algorithm Business (US$ Million), 2021–2026
Table 50. IBM Recent Development
Table 51. Elastic Company Details
Table 52. Elastic Business Overview
Table 53. Elastic K-Nearest Neighbors (KNN) Algorithm Product
Table 54. Elastic Revenue in K-Nearest Neighbors (KNN) Algorithm Business (US$ Million), 2021–2026
Table 55. Elastic Recent Development
Table 56. MathWorks Company Details
Table 57. MathWorks Business Overview
Table 58. MathWorks K-Nearest Neighbors (KNN) Algorithm Product
Table 59. MathWorks Revenue in K-Nearest Neighbors (KNN) Algorithm Business (US$ Million), 2021–2026
Table 60. MathWorks Recent Development
Table 61. XLSTAT Software Company Details
Table 62. XLSTAT Software Business Overview
Table 63. XLSTAT Software K-Nearest Neighbors (KNN) Algorithm Product
Table 64. XLSTAT Software Revenue in K-Nearest Neighbors (KNN) Algorithm Business (US$ Million), 2021–2026
Table 65. XLSTAT Software Recent Development
Table 66. Arize AI Company Details
Table 67. Arize AI Business Overview
Table 68. Arize AI K-Nearest Neighbors (KNN) Algorithm Product
Table 69. Arize AI Revenue in K-Nearest Neighbors (KNN) Algorithm Business (US$ Million), 2021–2026
Table 70. Arize AI Recent Development
Table 71. DataStax Company Details
Table 72. DataStax Business Overview
Table 73. DataStax K-Nearest Neighbors (KNN) Algorithm Product
Table 74. DataStax Revenue in K-Nearest Neighbors (KNN) Algorithm Business (US$ Million), 2021–2026
Table 75. DataStax Recent Development
Table 76. Research Programs/Design for This Report
Table 77. Key Data Information from Secondary Sources
Table 78. Key Data Information from Primary Sources
Table 79. Authors List of This Report
List of Figures
Figure 1. K-Nearest Neighbors (KNN) Algorithm Picture
Figure 2. Global K-Nearest Neighbors (KNN) Algorithm Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Type: 2025 vs 2032
Figure 4. Cloud-based Features
Figure 5. On-premises Features
Figure 6. Global K-Nearest Neighbors (KNN) Algorithm Market Size by Application (US$ Million), 2021–2032
Figure 7. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Application: 2025 vs 2032
Figure 8. IT Case Studies
Figure 9. Finance Case Studies
Figure 10. Healthcare Case Studies
Figure 11. K-Nearest Neighbors (KNN) Algorithm Report Years Considered
Figure 12. Global K-Nearest Neighbors (KNN) Algorithm Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 13. Global K-Nearest Neighbors (KNN) Algorithm Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 14. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Region: 2025 vs 2032
Figure 15. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Players in 2025
Figure 16. Global K-Nearest Neighbors (KNN) Algorithm Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 17. The Top 10 and 5 Players Market Share by K-Nearest Neighbors (KNN) Algorithm Revenue in 2025
Figure 18. North America K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 19. North America K-Nearest Neighbors (KNN) Algorithm Market Share by Country (2021–2032)
Figure 20. United States K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 21. Canada K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 22. Europe K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 23. Europe K-Nearest Neighbors (KNN) Algorithm Market Share by Country (2021–2032)
Figure 24. Germany K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 25. France K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 26. U.K. K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 27. Italy K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 28. Russia K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 29. Ireland K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 30. Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 31. Asia-Pacific K-Nearest Neighbors (KNN) Algorithm Market Share by Region (2021–2032)
Figure 32. China K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 33. Japan K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 34. South Korea K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. Southeast Asia K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 36. India K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Australia & New Zealand K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 38. Latin America K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 39. Latin America K-Nearest Neighbors (KNN) Algorithm Market Share by Country (2021–2032)
Figure 40. Mexico K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Brazil K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 42. Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 43. Middle East & Africa K-Nearest Neighbors (KNN) Algorithm Market Share by Country (2021–2032)
Figure 44. Israel K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. Saudi Arabia K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. UAE K-Nearest Neighbors (KNN) Algorithm Market Size YoY Growth (US$ Million), 2021–2032
Figure 47. IBM Revenue Growth Rate in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
Figure 48. Elastic Revenue Growth Rate in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
Figure 49. MathWorks Revenue Growth Rate in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
Figure 50. XLSTAT Software Revenue Growth Rate in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
Figure 51. Arize AI Revenue Growth Rate in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
Figure 52. DataStax Revenue Growth Rate in K-Nearest Neighbors (KNN) Algorithm Business (2021–2026)
Figure 53. Bottom-up and Top-down Approaches for This Report
Figure 54. Data Triangulation
Figure 55. Key Executives Interviewed
KEY QUESTIONS ADDRESSED BY THE REPORT
Which companies rank high in the global K-Nearest Neighbors (KNN) Algorithm market?
The top companies in the global K-Nearest Neighbors (KNN) Algorithm market are IBM、Elastic、MathWorks.
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The global market for K-Nearest Neighbors (KNN) Algorithm was estimated to be worth US$ million in 2024 and is forecast to a readjusted size of US$ million by 2031 with a CAGR of %during the forecast period 2025-2031.
Published Date: 2025-03-11
Pages: 97
USD 3950.00
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Global K-Nearest Neighbors (KNN) Algorithm Market Research Report 2025
The global market for K-Nearest Neighbors (KNN) Algorithm was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
Published Date: 2025-03-11
Pages: 73
USD 2900.00
(Single User License)
K-Nearest Neighbors (KNN) Algorithm- Global Market Share and Ranking, Overall Sales and Demand Forecast 2024-2030
The k-nearest neighbor (KNN) algorithm is a non-parametric supervised learning classifier that uses proximity to classify or predict groupings of individual data points.
Published Date: 2024-03-19
Pages: 87
USD 3950.00
(Single User License)
Global and United States K-Nearest Neighbors (KNN) Algorithm Market Report & Forecast 2024-2030
The k-nearest neighbor (KNN) algorithm is a non-parametric supervised learning classifier that uses proximity to classify or predict groupings of individual data points.
Published Date: 2024-03-19
Pages: 100
USD 4350.00
(Single User License)
Global K-Nearest Neighbors (KNN) Algorithm Market Insights, Forecast to 2030
The k-nearest neighbor (KNN) algorithm is a non-parametric supervised learning classifier that uses proximity to classify or predict groupings of individual data points.
Published Date: 2024-03-19
Pages: 116
USD 4900.00
(Single User License)
Global K-Nearest Neighbors (KNN) Algorithm Market Outlook, In‑Depth Analysis & Forecast to 2032
The global K-Nearest Neighbors (KNN) Algorithm market is projected to grow from US$ million in 2025 to US$ million by 2032, at a CAGR of %(2026-2032), driven by critical product segments and diverse end‑use applications.
Published: 2026-03-31
Pages: 127
USD 4900.00 (Single User License)Global K-Nearest Neighbors (KNN) Algorithm Sales Market Report, Competitive Analysis and Regional Opportunities 2026-2032
The global K-Nearest Neighbors (KNN) Algorithm market size was US$ million in 2025 and is forecast to reach a readjusted size of US$ million by 2032 with a CAGR of %during the forecast period 2026-2032.
Published: 2026-03-31
Pages: 79
USD 4250.00 (Single User License)K-Nearest Neighbors (KNN) Algorithm - Global Market Share and Ranking, Overall Sales and Demand Forecast 2026-2032
The global market for K-Nearest Neighbors (KNN) Algorithm was estimated to be worth US$ million in 2025 and is projected to reach US$ million, growing at a CAGR of %from 2026 to 2032.
Published: 2026-01-19
Pages: 84
USD 3950.00 (Single User License)Global K-Nearest Neighbors (KNN) Algorithm Sales Market Report, Competitive Analysis and Regional Opportunities 2025-2031
The global K-Nearest Neighbors (KNN) Algorithm market size was US$ million in 2024 and is forecast to a readjusted size of US$ million by 2031 with a CAGR of %during the forecast period 2025-2031.
Published: 2025-09-06
Pages: 78
USD 4250.00 (Single User License)Global K-Nearest Neighbors (KNN) Algorithm Market Outlook, In‑Depth Analysis & Forecast to 2031
The global K-Nearest Neighbors (KNN) Algorithm market is projected to grow from US$ million in 2024 to US$ million by 2031, at a CAGR of %(2025-2031), driven by critical product segments and diverse end‑use applications.
Published: 2025-08-05
Pages: 127
USD 4900.00 (Single User License)K-Nearest Neighbors (KNN) Algorithm- Global Market Share and Ranking, Overall Sales and Demand Forecast 2025-2031
The global market for K-Nearest Neighbors (KNN) Algorithm was estimated to be worth US$ million in 2024 and is forecast to a readjusted size of US$ million by 2031 with a CAGR of %during the forecast period 2025-2031.
Published: 2025-03-11
Pages: 97
USD 3950.00 (Single User License)Global K-Nearest Neighbors (KNN) Algorithm Market Research Report 2025
The global market for K-Nearest Neighbors (KNN) Algorithm was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
Published: 2025-03-11
Pages: 73
USD 2900.00 (Single User License)K-Nearest Neighbors (KNN) Algorithm- Global Market Share and Ranking, Overall Sales and Demand Forecast 2024-2030
The k-nearest neighbor (KNN) algorithm is a non-parametric supervised learning classifier that uses proximity to classify or predict groupings of individual data points.
Published: 2024-03-19
Pages: 87
USD 3950.00 (Single User License)Global and United States K-Nearest Neighbors (KNN) Algorithm Market Report & Forecast 2024-2030
The k-nearest neighbor (KNN) algorithm is a non-parametric supervised learning classifier that uses proximity to classify or predict groupings of individual data points.
Published: 2024-03-19
Pages: 100
USD 4350.00 (Single User License)Global K-Nearest Neighbors (KNN) Algorithm Market Insights, Forecast to 2030
The k-nearest neighbor (KNN) algorithm is a non-parametric supervised learning classifier that uses proximity to classify or predict groupings of individual data points.
Published: 2024-03-19
Pages: 116
USD 4900.00 (Single User License)
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