(LO 3-4) Match the classification definitions to the appropriate classification terminology:

Training data Test data Decision trees Decision boundaries Support vector machine Overfitting Underfitting

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Classification Definition 1. Technique used to mark the location of the split between one class or another. 2. A set of data used to assess the degree and strength of a predicted relationship established training data. by the 3. A modeling error when the derived model poorly fits a limited set of data points. 4. Existing data that have been manually evaluated and assigned a class. 5. A discriminating classifier that is defined by a separating hyperplane that works to find the widest margin (or biggest pipe). 6. Tool used to divide data into smaller groups. 7. A modeling error when the derived model too closely fits a limited set of data points. Classification Terms