An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms

Keyphrases

• Feature Selection 100%
• Ensemble Machine Learning 100%
• Stock Price Prediction 100%
• Stock Movement 100%
• Feature Ensemble 100%
• Borsa Istanbul 50%
• Method Validation 50%
• Feature Selection Methods 50%
• Rate of Return 50%
• Superior Performance 50%
• Ensemble Features 50%
• Closing Price 50%
• Light Gradient Boosting Machine 50%
• Ensemble Learning 50%
• Shapley Additive Explanations 50%
• Sliding Window 50%
• Buy-and-hold Strategy 50%
• Variable Groups 50%
• Price Change 50%
• Operational Indicators 50%
• Opening Price 50%
• Competitive Performance 50%
• Financial Indicators 50%
• Prediction Framework 50%

Computer Science

• Feature Selection 100%
• Ensemble Learning Algorithm 100%
• Feature Extraction 100%
• Gradient Boosting 50%
• Superior Performance 50%
• Ensemble Learning 50%
• Sliding Window 50%
• Variable Method 50%
• Prediction Framework 50%
• SHapley Additive exPlanation 50%

Economics, Econometrics and Finance

• Prediction Market 100%
• Price 100%