Based on the characteristics of base distribution in promoter and non-promoter region the method of Increment of Diversity with Quadratic Discriminant analysis (IDQD) was used to predict the pol Ⅱ promoter in human genome. The prediction has attained accuracy higher than 90%. The transcription start sites have also been predicted successfully with sensitivity 86% and specificity 91%, better than other top softwares currently published.