Tekhnicheskiy obzor platformy, arkhitektury modeli i mekhanizmov analiza — bez raskrytiya sekretov.
KANNOT-1M — nash sobstvennyy model obnaruzheniya. Gradient-boosted ansambl iz 5 034 derevyev resheniy, obuchennyy na 224K+ tochkakh dannykh i 79 features, dlya klassifikatsii rynka v signaly pokupki, uderzhaniya ili prodazhi. Vydelennye tag-modeli opredelyayut rezhimy — bull, bear, stagnant — dlya konteksta kazhdogo signala.
Kogda model otmechaet tochku interesa, TRADEMEM proveryaet, chto proiskhodilo na predopredelyonnom nabore referensnykh aktivov v tot zhe moment. Proverka pokrytiya idet po neskolkim taymfreymam dlya postroeniya mnogomernogo predstavleniya korrelyatsii.
Edges — eto predopredelyonnye referensnye aktivy — aktsii, ETF, kripto, valyuty — otslezhivayemye parallel no s osnovnym analizom. Sistema podderzhivaet sinkhronizirovannyye dannye na neskolkikh taymfreymakh, pozvolyaya modeli vyyti za ramki mono-aktivnogo raspoznavaniya.
TRADEMEM prevrashchaet slozhnyye vykhody modeli — veroyatnosti, tegi rezhima, koeffitsienty pokrytiya — v ponyatnuyu informatsiyu. Signaly pokupki, uderzhaniya ili prodazhi s urovnyami uverennosti i kontekstom korrelyatsii.
Model opredelyaet blizhayshiye istoricheskiye tochki k tekushchemu setupu i analiziruet, chto bylo dalshe. Vzveshennaya protsentiylnaya fuziya obedinyaet tsenovyye puti v robustnuyu krivuyu prognoza.