Model Performance Metrics
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Total Predictions
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Average Accuracy
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Mean Absolute Error
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Root Mean Square Error
Prediction Analysis
Actual Prices
Predicted Prices
Technical Analysis
LSTM Architecture
64-unit LSTM layer with dropout regularization, trained on sequential market data with 20 time-step lookback window.
Market Data Integration
Real-time analysis using recent market data with technical indicators and volume patterns.
Prediction Horizon
5-step ahead forecasting with MinMaxScaler normalization for optimal neural network performance.