The application discloses a
traditional Chinese medicine taking compliance
information evaluation method and
system, and belongs to the technical field of
information evaluation. The method comprises the following steps:
data acquisition,
traditional Chinese medicine taking compliance
information evaluation model construction,
model parameter optimization and
traditional Chinese medicine taking compliance information evaluation. According to the method, the mixed entropy is calculated by using the balance coefficient and the distribution adjustment index, the high-differentiation features are marked, the
penalty coefficient is introduced, the compliance comprehensive complexity is obtained, the optimal split features and the optimal split points are determined, the
decision tree is recursively constructed, and the total
loss function is constructed. According to the
population recombination probability, the dynamic recombination is carried out, the core template, the
mutation template and the dynamic template are constructed, the three strategies are set, the individual positions in the elite
population are updated, the elite guidance and the random disturbance are combined, the individual positions in the common
population are updated, the optimal parameter combination is determined, and the stability and the accuracy of the traditional Chinese
medicine taking compliance information
evaluation result are improved.