# Binance Price Prediction with Random Forest

📈 This Python script uses historical candlestick data from the Binance API to train a Random Forest classifier, predicting price movements for the next 4 periods.

## Installation

1. **Clone the repository:**
   ```bash
   git clone https://github.com/MrBug123/Binance-Prediction.git

2. Navigate to the project directory:

   cd Binance-Prediction

3. Install required modules using pip:

   pip install -r requirements.txt

Usage

1. Run the script:

   python binance_price_prediction.py

2. View the accuracy and prediction for the next 4 periods.

Features

• 📊 Fetches historical data from Binance API.
• 🤖 Trains a Random Forest classifier for price prediction.
• 📈 Evaluates model accuracy.
• 🚀 Predicts the next 4 periods.

Additional Information

• Binance API Endpoint: https://api.binance.com/api/v3/klines
• Symbol: BTCUSDT
• Interval: 5 minutes

Note

• This script is for educational purposes and should not be used for actual trading.
• Always practice responsible algorithmic trading and consider the risks involved.
• Consult with financial experts before making any trading decisions.