Is there any data mining technique / algorithm which can suit to predict the count data? apart from the statistical technique like Poisson regression ?
How many levels does it have? It the number is small, you can actually convert the outcome into multiple outcomes and run a simple logistic regression to predict Yes / No.
For example, if the count can be 1, 2 or 3 - then you can create 3 variables, is_1, is_2, is_3 and then bbuild 3 models to get an answer.
The highest probability would be your prediction.