Dropout
Dropout is a regularization technique in AI, especially neural networks, that combats overfitting by randomly disabling neurons during training, promoting robus...
4 min read
AI
Neural Networks
+3
Regularization
Overfitting
Overfitting is a critical concept in artificial intelligence (AI) and machine learning (ML), occurring when a model learns the training data too well, including...
2 min read
Overfitting
AI
+3
Regularization
Regularization in artificial intelligence (AI) refers to a set of techniques used to prevent overfitting in machine learning models by introducing constraints d...
9 min read
AI
Machine Learning
+4
Underfitting
Underfitting occurs when a machine learning model is too simplistic to capture the underlying trends of the data it is trained on. This leads to poor performanc...
5 min read
AI
Machine Learning
+3