Model to Predict Inventory Demand in Retail SMEs Using CRISP-DM and Machine Learning

Computer Science

• Machine Learning 100%
• Learning System 100%
• Extreme Gradient Boosting 100%
• Long Short-Term Memory Network 33%
• Random Decision Forest 33%
• Machine Learning Algorithm 33%
• Data Mining 33%
• Management Cost 33%
• Operational Efficiency 33%
• Data Preparation 33%
• Data Understanding 33%
• Industry Standard 33%
• Training Phase 33%
• Decision Tree 33%
• Cross-Validation 33%
• Machine Learning Model 33%

Chemical Engineering

• Xgboost 66%