COVID Pitch workflow

Overview of the phases within the workflow

Phase 1: Data overview

Phase 2: Dimensionality reduction

Phase 3: Correlation analysis

Phase 4: Data pre-processing

• This phase isolates the specific data needed for the supervised task: predicting the 6-month outcome from early data

Phase 5: Predictive modelling

Phase 6: Model evaluation

Phase 7: Results