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Simple chatbots without generative AI integration rely on pre-programmed responses and rule-based decisiontrees to guide their interactions with users. 10Clouds is a software consultancy, development, ML, and design house based in Warsaw, Poland.
They are: Based on shallow, simple, and interpretable machine learning models like support vector machines (SVMs), decisiontrees, or k-nearest neighbors (kNN). Relies on explicit decision boundaries or feature representations for sample selection. Overview of the types of active learning | Source : Settles, B.
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