Irosh
  • Welcome to Irosh
    • Introduction
    • Vision & Mission
    • How it works
    • Token Utility
    • Revenue Model
    • Staking & Liquidity
    • Tokenomics
    • Ecosystem Schema
    • Technical Implementation
    • Security & Transparency
    • Roadmap
    • Team
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  1. Welcome to Irosh

How it works

Revolutionizing AI, Automation & Finance

PreviousVision & MissionNextToken Utility

Last updated 9 days ago

AI-Powered Trading Bot Turning Market Moves into Profits!

  • Preprocess the Data

    • Load historical price data.

    • Handle missing values, normalize/standardize features.

    • Engineer useful indicators

  • Feature Selection

    • Use statistical correlation to determine which indicators are most correlated with that coin’s price movements.

    • Apply feature selection algorithms to rank indicators.

  • Train Machine Learning Models:

    • Implement a model

    • Train the model to predict future price movements based on indicators.

  • Determine the Best Indicators:

    • Use feature importance from the model

    • Identify the most influential indicators that lead to the best predictive performance.

AVAX/USDT Graph
SOL/USDT Graph
BTC/USDT Performance Jan - May 2025