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Regression - Coggle Diagram
Regression
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Regression Algorithms
Regression Trees
the outcomes in the leaf nodes are determined as the average of the outcome values of the data points in that node
splits are made using the Sum of squared deviations (SSD) from the average outcome value at that node
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Regression (Numeric Prediction):
Predicts continuous/numeric values of the dependent variable
Ex: How much will the customer buy? (Quantity or $)
- Model Construction (Training step)
- Model Testing (Testing step)
