Prediction of Auto Insurance Risk Based on t‑SNE Dimensionality Reduction
"... we develop a framework based on a combination of a neural network together with a dimensionality reduction technique t‑SNE (t‑distributed stochastic neighbour embedding)... The obtained results, which are based on real insurance data, reveal a clear contrast between the high and low risk policy holders, and indeed improve upon the actual risk estimation performed by the insurer."