Cancer-diagnosis-case-study

Problem statement :

Classify the given genetic variations/mutations based on evidence from text-based clinical literature.

Real-world/Business objectives and constraints.

• No low-latency requirement.
• Interpretability is important.
• Errors can be very costly.
• Probability of a data-point belonging to each class is needed.

Our constraints

• Interpretability
• Class probabilities are needed.
• Penalize the errors in class probabilites => Metric is Log-loss.
• No Latency constraints