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Practical Ways to Improve a Weak Classifier

If an image classifier is not accurate enough, several improvement options are worth trying. You can gather more labeled examples, make the training set more varied, train for more iterations, increase or decrease the network size, add regularization, or redesign the neural network architecture.

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Updated 2026-08-12

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Machine Learning

Deep Learning

Supervised Learning

Dive into Deep Learning @ D2L

Data Science

Machine Learning Strategy

Machine Learning Yearning @ DeepLearning.AI