TIBBIY MA’LUMOTLARNI TAHLIL QILISHNING INNOVATSION ALGORITMLARI ORQALI INSULTNI ERTA ANIQLASH
Keywords:
Fisher mezoni, informativ belgi, optimizatsiya, nominal belgi, qiymatli belgi, sinflararo farqlanish, o‘xshashlik ko‘rsatkichi, funksional mezon, informatsion vektor, ma’lumotlar tahlili, klassifikatsiya, klasterlashAbstract
Ushbu maqolada ko‘p tipli ma’lumotlar — nominal va qiymatli belgilardan tashkil topgan o‘quv tanlanmalarni tahlil qilishda Fisher mezoniga asoslangan informativ belgilarning tanlanishi masalasi yoritiladi. Ma’lumotlarning turlicha tabiati tahlil jarayonini murakkablashtirishi sababli, sinflararo farqlanish va sinflar ichidagi o‘xshashlik darajasini aniqlash imkonini beruvchi funksional mezonlardan foydalanish muhim ahamiyatga ega. Shu nuqtai nazardan Fisher mezoni eng samarali yondashuvlardan biri sifatida ko‘rib chiqilib, optimal informativ belgilarning aniqlanishi bo‘yicha ikki bosqichli algoritm taklif etiladi. Birinchi bosqichda qiymatli va nominal belgilarga asoslangan optimizatsiya masalasi yordamida informativ vektorlar tanlanadi, ikkinchi bosqichda esa sinf obyektlarining o‘zaro o‘xshashlik darajasi hisoblanib, optimal kombinatsiya aniqlanadi. Taklif etilgan usul turli tipdagi ma’lumotlar fazosida samarali natijalar berishi va tahlil jarayonining aniqligini oshirishi bilan ahamiyatlidir.
References
1. Shohruhbek Ulug'bek o'g A. et al. IT INNOVATION METHODS AND PROGRAMMING LANGUAGE //Journal of Modern Educational Achievements. – 2024. – Т. 1. – №. 1. – С. 45-50.
2. Shohruhbek Ulug’bek o’g A. et al. ALGORITHM AND SOFTWARE TOOL FOR CHOOSING A COMPLEX OF INFORMATIVE SIGNS IN THE CLASSIFICATION OF CIRCULATORY DISEASES //Journal of Modern Educational Achievements. – 2023. – Т. 7. – №. 7. – С. 225-229.
3. Shohruhbek Ulug’bek o’g A. et al. THE ALGORITHM AND SOFTWARE TOOL A COMPLEX OF INFORMATIVE SIGNS IN THE CLASSIFICATION OF DISEASES OF THE CIRCULATORY SYSTEM //Journal of Modern Educational Achievements. – 2024. – Т. 5. – №. 5. – С. 192-198.
4. Shohruhbek Ulug’bek o’g A. et al. ANALYSIS OF FEATURE SELECTION METHODS AND ALGORITHMS //Confrencea. – 2024. – Т. 10. – С. 253-256.a
5. Annemans, Lieven, Lievens, Delfine, Putman, Koen, Vander Laenen, et al.. "The health-related social costs of alcohol in Belgium". 'Springer Science and Business Media LLC', 2017, https://core.ac.uk/download/147056080.pdf
6. Blot, Stijn, Deschepper, Mieke, Eeckloo, Kristof, Vogelaers, et al.. "Effects of chlorhexidine gluconate oral care on hospital mortality : a hospital-wide, observational cohort study". 'Springer Science and Business Media LLC', 2018, https://core.ac.uk/download/158345560.pdf
7. Adriana Castelli, Peter C Smith. "Circulatory Disease in the NHS: Measuring Trends in Hospital Costs and Output". 2025, https://core.ac.uk/download/pdf/6833651.pdf
8. Pashev, Konstantin. "Healthcare Reforms in Bulgaria: Towards Diagnosis and Prescription". 2025, https://core.ac.uk/download/pdf/6832549.pdf
9. A Delaney, A Laupacis, A Liberati, AR Weale, AV Kulkarni, C Lokker, D Moher, et al.. "Bibliometrics of systematic reviews : analysis of citation rates and journal impact factors". 'Springer Science and Business Media LLC', 2013, https://core.ac.uk/download/16664987.pdf
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