A walk-through of and the maths behind using low-capacity networks to acquire fine-grained scoring when only categorical labelling is available for training. We use it to predict the severity of an infection on a scale based on information on just rough outcomes in previous cases.

The post Estimating from No Data: Deriving a Continuous Score from Categories appeared first on Towards Data Science.

​A walk-through of and the maths behind using low-capacity networks to acquire fine-grained scoring when only categorical labelling is available for training. We use it to predict the severity of an infection on a scale based on information on just rough outcomes in previous cases.
The post Estimating from No Data: Deriving a Continuous Score from Categories appeared first on Towards Data Science.  Algebra, Data Science, Health, Machine Learning, Medicine, Python, Editors Pick, Keras, Linear Regression, Neural Network Towards Data ScienceRead More