Normalized Discounted Cumulative Gain - Yousef's Notes
Normalized Discounted Cumulative Gain

Normalized Discounted Cumulative Gain

$$ nDCG_p \overset{\text{def}}{=} \frac{DCG_p}{IDCG_p} $$ where IDCG is the ideal discounted cumulative gain. $$ \text{IDCG}_p \overset{\text{def}}{=} \sum_{i=1}^{|\text{REL}_p|} \frac{2^{rel_i} - 1}{\log_2(i + 1)}, $$