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However, real-world data such as images, video, and sensor data has not yielded to attempts to algorithmically define specific features. This replaces manual feature engineering and allows a machine to both learn the features and use them to perform a specific task.įeature learning is motivated by the fact that machine learning tasks such as classification often require input that is mathematically and computationally convenient to process.

After that, Clear the cache from the installation directory.In machine learning, feature learning or representation learning is a set of techniques that allows a system to automatically discover the representations needed for feature detection or classification from raw data.

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