Abstract
To accurately and quantitatively reflect the financial management ability of colleges and universities, a financial management performance evaluation method based on comprehensive weighting k-means algorithm is proposed. Based on the analysis of related concepts, theories and evaluation methods, the performance evaluation index system of financial management in colleges and universities is established. The subjective weight of each attribute is determined by analytic hierarchy process, and the objective weight of each attribute is determined. Then we use the K-means method to calculate the weight of each attribute. The judgment matrix is obtained to test and correct previous results, and the final evaluation level can be acquired. In the case analysis, the actual financial index data of a university is standardized to test the adaptability of the index system to the financial management performance evaluation of higher vocational colleges. The evaluation results show that the clustering accuracy of this algorithm is high, and it can objectively acquire the comprehensive evaluation of the overall budget performance of university financial management, to improve the efficiency of resource use and output benefits of universities.
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