12 Essential Machine Learning Model Evaluation Metrics

12 Essential Machine Learning Model Evaluation Metrics

The idea of building a machine learning or deep learning model follows the principle of constructive feedback.You build a model, get feedback from metrics, improve it, and continue until you achieve the desired classification accuracy.The evaluation metrics explain the performance of the model.An important aspect of evaluation metrics is their ability to distinguish the results … Read more

How to Evaluate Machine Translation and Post-Editing Quality?

How to Evaluate Machine Translation and Post-Editing Quality?

This article is based on an interview with RWS Senior Solutions Architect Miklós Urbán. 1. Automatic Evaluation Metrics for Machine Translation Quality “ Evaluating the quality of machine translation is crucial for improving machine translation quality. However, what are the best metrics for measuring the quality of machine translation (MT)? There are two types of … Read more