Abstract: This paper presents a simple linear knowledge base organization method based on Bayesian classifier. The method caculates probabilities of all the conditions in accordance with the naive Bayesian classification algorithms, and stores the final results in a linear table, for quickly finding to predict the probability of an unknown type Sample. The method is scalability.

Key words: forecasting, organizational methods, classification, Bayesian classification, linear table