Term
| What is an attribute test node? |
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Definition
| An attribute is a feature of an example. In action decisions, the attribute values are the world state. |
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Term
| What is a classification of a test node? |
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Definition
| A classification of an example is its final category. In action decisions, the classification is the action to take. |
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Term
| What are the cases where a decision tree fails to correctly classify data? |
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Definition
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Term
| Identify an example's classification |
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Definition
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Term
| What is the difference between an attribute and an attribute values? |
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Definition
Attribute - texture
Attribute value - slimy, soft |
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Term
| What is entropy and how does it work? |
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Definition
| the measure of discord/how messed up (heterogeneity) among a group of elements. By reducing entropy (increasing homogeneity), we reduce the number of times a bucket must be split, resulting in a more shallow tree. |
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Term
| **What is the difference between entropy and average entropy? |
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Definition
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Term
| How do you derive information from an existing decision tree? |
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Definition
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Term
| Build a decision tree from a set of data |
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Definition
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