Debugging Learning Algorithm

Few notes of how to debug machine learning algorithm:

1. Get more training examples
2. Try smaller sets of features
3. Try getting additional features
4. Try adding polinomial features
5. Try increasing lambda
6. Try decreasing lambda

What those trys can achieve:

1. fixes high variance
2. fixes high variance
3. fixes high bias
4. fixes high bias
5. fixes high bias
6. fixes high variance

Ready to take your Acumatica experience to the next level? Whether you're looking to fine-tune your system to fix high variance or high bias in your machine learning algorithms, or you need a custom solution tailored to your unique business needs, our team is here to help. Just like debugging an algorithm, sometimes the right customization can make all the difference. Leave us a customization request today and let’s optimize your Acumatica system together!

1 Comment

• Alex Turok said 8 years ago

  Hi Yuriy,
  
  I've just stumbled upon your blog. A cool mix of machine learning and Acumatica development insights! That's really great, keep it up!