How to experiment categorization with models?

Once you decide you have enough annotations, it’s time to run an experiment: Launch a machine learning algorithm to learn the concepts you have added and construct a model that you can use to automate this task in the future.

Kairntech allows you to run sophisticated training runs, using also powerful deep learning methods and all that without any coding.

  • Go to the Experiments view
  • Use the 4 predefined experiments with different algorithms… where the parameters are set to reasonable default values.
  • Launch each experimentation
  • Once all trainings are completed check the box “Quality” to visualize and compare models quality on each label.
  • If you want to create your own experiments using Spacy, Flair, sklearn and much more… with your parameters, go to: