Geological soil layer testing method based on SVM classification algorithm and clustering algorithm

According to the geological soil layer testing method based on the SVM classification algorithm and the clustering algorithm, firstly, a novel electrical testing method is provided, the accurate site deep resistance condition can be obtained, and a three-dimensional electrical testing field of an engineering site can be obtained. In addition, an SVM classification algorithm and a clustering analysis algorithm are introduced to train various measured data of the soil layers with different depths, and the two algorithms are integrated to perform high-precision classification characterization on the types of the soil layers with different depths. Therefore, the precision and intelligent test of the soil layer type can be realized. 基于SVM分类算法及聚类算法地质土层测试方法，首先提出一种新型的电法测试方法，可以得到较为精确的场地深部电阻情况并且可以获得工程场地三维电测场。此外本次还引入SVM分类算法与聚类分析算法对测得的不同深度的土层的各项数据进行训练，将两个算法进行集合进而对不同深度的土层类型能够进行高精度分类表征。从而能够实现土层类型精度化与智能化的测试。