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Building Predictive Models Neural Forecasts Text Data Mining Techniques

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Building Predictive Models 
F1 Score The weighted average of precision and recall, useful for imbalanced datasets ...

Neural 
Hidden Layers: Intermediate layers where the actual processing is done through weighted connections ...

Forecasts 
Exponential Smoothing A weighted average of past observations, giving more weight to recent data ...

Text Data Mining Techniques 
TF-IDF A weighted representation that highlights important words in documents ...

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