Efficient Data Mining Algorithms for Screening Potential Proteins of Drug Target

Algorithm 1

The Selection Algorithm in reliable interval.

Input: The positive dataset Pos, the unlabeled dataset , the threshold to measure the

extent of violation

()  Initialize the reliable negative dataset RN = NULL

()  For each property :

()    Compute the reliable interval of Pos corresponding to

()  End for; Obtain a series of reliable interval

()  For each sample in U:

()   For each property in u:

()      count = 0

()      If locates out of the corresponding reliable :

()       count = count + 1

()   If

()   

Output: The set of reliable negative samples