Mind map
Algorithms
Map content
Algorithms
Penalized Regression
- Common Usage
- Supervised regression
- Supervised Classification
- Common Concerns
- Missing Values
- Outliers
- Standardization
- Parameter tuning
- Suggested Scale
- Small to large data
- Suggested Usage
- Modeling linear or linearly separable phenomena
- Manually specifying nonlinear and explicit interaction terms
- Well suited for N << p
- Interpretability
- HIGH
- Common Usage
Naïve Bayes
Information
- Description
- Mind Map on Algorithms, created by chema arce on 07/07/2017.
- Created by
- chema arce
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