LSTM-XGBoost-Random Forest Classifier

Contents

• LSTM
• XGBoost
• Random Forest Classifier
• Kalman Filter

Introduction

• Company Valuation: 700 Bil
• Total Float Shares: 775.59 Mil
• Total Outstanding Shares: 963.33 Mil
• Insider Ownership (Out of Outstanding): 0.12%
• Institution Ownership (Out of Outstanding): 59.55%
• Avg Trading Vol.: ~ 32 Mil
• PE Ration: 673.22
• Short Vol.:~40 Mil
• Next Earning Date: 08/03/2021
• Anomaly: Dark Pool Trading, Option and futures ITMs and OTMs, FTDs timeline.

Preliminary Analysis

• RSI (Relative Strenght Index)
• Bollinger Band
• Short Interest

LSTM Result

Random Forest Result

XGBoost

Kalman Filter Result