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Forms of ML, Factors Involved in ML Algorithm Selection, ML Model - Coggle…
Forms of ML
Supervised Learning
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To verify, new set of unseen data is applied to the trained model to predict the output
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Unsupervised Learning
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To verify, the trained model is applied to a new set of unseen data to predict which classes the input data should be assigned to
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Selecting a Form of ML
- should be sufficient training and test data available for selected ML approach
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Reinforcement Learning
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If the problem involves the notion of multiple states, and involves decisions at each state
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