A Comparative Study on Market Index Prediction: Long Short-Term Memory (LSTM) vs. Decision Tree Model

Mathematics

• Decision Tree 100%
• Hazard Rate Function 100%
• Loss Function 100%
• Shape Parameter 100%
• Censored Data 50%
• Monte Carlo 25%
• Bayesian Estimation 25%
• Real Data 25%
• Exponential Function 25%
• Maximum Likelihood 25%
• Squared Error 25%
• Squared Error Loss Function 25%

Engineering

• Long Short-Term Memory 100%
• Loss Function 100%
• Shape Parameter 80%
• Hazard Rate 80%
• Real Data 20%
• Squared Error 20%
• Exponential Function 20%
• Mean-Squared-Error 20%
• Maximum Likelihood Estimation 20%
• Bayes Estimator 20%
• Industrial Sector 20%