Model Training
The training process of a Machine Learning Model can be visualized using the following diagram:
%%{init: {"flowchart": {"htmlLabels": false}} }%%
graph TD
A[(Raw Data)] --> B[Data Preprocessing]
B --> C[(Training Data)]
D[Machine Learning Algorithm] --> E[Training Process]
F[Computing Power] --> E
C --> E
E --> G["Machine Learning Model: f(x)"]
H["New Input: x"] --> G
G --> I["Output: Y"]
style A fill:#E6F3FF,stroke:#333,stroke-width:2px
style B fill:#4A90E2,stroke:#333,stroke-width:2px
style C fill:#B6D3F2,stroke:#333,stroke-width:2px
style D fill:#B3E5FC,stroke:#333,stroke-width:2px
style E fill:#FFB74D,stroke:#333,stroke-width:2px
style F fill:#ffb3e0,stroke:#333,stroke-width:2px
style G fill:#F5A623,stroke:#333,stroke-width:2px
style H fill:#FFE0B2,stroke:#333,stroke-width:2px
style I fill:#FFE0B2,stroke:#333,stroke-width:2px