There are a number of ways in which artificial intelligence (AI) can help to train support vector machines (SVMs) more effectively. These methods can improve the performance of the SVM and make it more robust to different types of data. One approach is to use reinforcement learning (RL) to directly optimize the parameters of the…
Tag: synthetic-data
The lacking of ability to generalize from a small number of examples
Generalization is the process of inferring rules from specific instances to apply to new, similar instances. In machine learning, generalization is the ability of a model to accurately predict on unseen data. The ability to generalize from a small number of examples is an important skill for any machine learning algorithm, as it allows the…