I set out to evaluate a ML model (emotion classifier) from a human/user perspective. The heart of my attempt was going to be around designing the right set of data to evaluate the performance of the model. Very quickly, I realized that there is more to this task than meets the eye. In this post, I will share several problems […]
Data Generation for Text Classification
Generate MySQL test data using FillDB
We have an application which needs to be tested with a bunch of test data in the MySQL database. For generating random data, we used to run scripts with INSERT statements to generate the dummy data or in some cases wrote stored procedures. We were looking out for a tool which can auto-populate a database with loads of test data […]