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Features Extraction in Images Text and Audio Data

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Features Extraction in Images, Text, and Audio Data
Can you answer these questions?
1 For testing, can we use a feature extraction technique that is different from the one used in training?
2 Is features extraction and features selection the same thing?
3 Can we use same features extraction techniques for different data types?
4 Can we feed deep learning classification/ regression models with handcrafted features?
5 Can we use deep learning models for features extraction and then classical machine learning models for classification/ regression?

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posted by schedatonp