Data-Driven Option Pricing using Single and Multi-Asset Supervised Learning

Anindya Goswami, Sharan Rajani, Atharva Tanksale

We propose three different data-driven approaches for pricing European-style call options using supervised machine-learning algorithms. These approaches yield models that give a ra…