2025-04-25 13:45
Industryfeature engineering
#AIImpactOnForex
Feature Engineering*
Enhancing the dataset by creating new features or modifying existing ones:
- *Feature Construction*: Deriving new features that may capture underlying patterns better.
- *Feature Selection*: Identifying and retaining the most relevant features to improve model performance and reduce overfitting. [5]
Data Reduction*
Simplifying the dataset without significant loss of information:
- *Dimensionality Reduction*: Techniques like Principal Component Analysis (PCA) reduce the number of features while preserving essential information. [1]
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feature engineering
Vietnam | 2025-04-25 13:45#AIImpactOnForex
Feature Engineering*
Enhancing the dataset by creating new features or modifying existing ones:
- *Feature Construction*: Deriving new features that may capture underlying patterns better.
- *Feature Selection*: Identifying and retaining the most relevant features to improve model performance and reduce overfitting. [5]
Data Reduction*
Simplifying the dataset without significant loss of information:
- *Dimensionality Reduction*: Techniques like Principal Component Analysis (PCA) reduce the number of features while preserving essential information. [1]
---
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