Catalog

Background and Motivation

Background and motivation slide

Visualization: Historical Trend

Visualization slide

Visualization-Independent_variables

Visualization-Correlation_heatmap

Visualization-Annual_feed_use

Visualization-Monthly_average_by_country

Visualization-Monthly_import

Visualization-import_by_country

Visualization-China_cereal_production

Visualization-Chinese_population

Visualization-Soybean_oil_consumption

Visualization-Soybean_production

Visualization-GDP_by_country

Evaluation-Goal_and_criteria

Data_Engineering-Data_cleaning

Data_Engineering-Feature_selection

Methology-MLR

Methology-AR

Methology-ARIMAX

Methology-SARIMA

Methology-Random_forest

Result-Random_forest_1

Result-Random_forest_2

Result-Random_forest_3

Conclusion-Comparison

References-Data_sources

⤓ Get notebook and TeX source file

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