MarketRaker AI Launches Enhanced Prediction Models with Improved Performance

MarketRaker AI
3 min readDec 17, 2024

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Releasing MarketRaker AI Momentum Meters

MarketRaker AI is pleased to announce the launch of our enhanced prediction models, demonstrating significant improvements in market forecasting accuracy. This latest release combines advanced AI with market psychology metrics to deliver more reliable trading signals.

Performance Improvements

Our latest model iterations have shown promising improvements in prediction accuracy:

24-Hour Prediction Model

  • Directional accuracy improved to 84% (up from 74%)
  • Valid trade signals increased to 48% (up from 31%)
  • Successful integration of Fear & Greed Index (FGI) for market psychology analysis

12-Hour Prediction Model

  • Strong 84% directional accuracy
  • Valid trade signals increased to 49% (up from 43%)
  • Refined input parameters for more consistent predictions

These improvements were achieved through targeted algorithmic refinements and the strategic integration of the Fear & Greed Index. We will continue to monitor and validate these performance metrics in the coming months. Technical Article to follow.

Market Psychology Integration Update

While our News Sentiment Model development continues, we’ve successfully implemented the Fear & Greed Index as an effective intermediate solution for market psychology analysis. The News Sentiment Model, which involves processing over 500,000 historical articles, requires additional refinement to meet our quality standards. We remain committed to launching this feature once it achieves our benchmarks for reliability and accuracy.

Key Features of Today’s Launch

Market Momentum Meter

Our new Market Momentum Meter provides traders with clear market sentiment analysis across five distinct zones:

  • Strong Buy Signal (Dark Green)
  • Weak Buy Signal (Light Green)
  • Mixed Signals (Yellow)
  • Weak Sell Signal (Orange)
  • Strong Sell Signal (Red)
MarketRaker AI Market Momentum Meter

How to make use of this, a toturial to follow. Or check the Discord channel for FAQ section.

Risk Management

  • Always use appropriate position sizing regardless of signal strength
  • Consider market volatility when interpreting signals
  • Use stop-losses even in strong signal zones
  • Monitor multiple timeframes for confirmation

Universal Trading API

Our comprehensive API offers:

  • Support for any trading pair across all markets (crypto, futures, forex, stocks)
  • Custom pair registration system
  • Direct access to our AI prediction engine
  • Historical data analysis
  • Pattern recognition features

Expanding Ecosystem

We’re currently in discussions with several decentralized exchanges, including Hosky Fetch, with potential partnerships to be announced in the future. These collaborations aim to enhance our platform’s capabilities and market reach.

Technical Integration

For developers and trading platforms looking to integrate with MarketRaker AI, we provide:

  • Comprehensive documentation
  • Open-source example code on GitHub
  • Webhook integration capabilities
  • Custom pair analysis system for Dexes or any data aggregateor

Getting Started

Access to MarketRaker AI’s features is now available through RAKER tokens, with one month of access costing 10 RAKER (approximately $0.07 per token) on Dexhunter.

Looking Forward

As we continue to develop our platform, our roadmap includes:

  • Completion and launch of the News Sentiment Model
  • Ongoing model optimization
  • Expanded partnerships with trading data providers
  • Trading bots with MarketRaker AI predictions for Binance and Bybit

Join us in advancing algorithmic trading technology. Visit MarketRaker AI today to explore our suite of trading tools and become part of our growing community.

For technical documentation and integration guides, visit our GitHub repositories:

Register to make use of RAKER to be able to join our community discussions and support, join us on Discord: https://discord.gg/rAFfBDgqQ8

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MarketRaker AI
MarketRaker AI

Written by MarketRaker AI

AI revolutionary solution in the realm of trading platforms, aiming to declutter the overwhelming noise often associated with market analyses.

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