中文说明:
采用遗传算法对男女生样本数据中的身高,体重,喜欢数学,喜欢文学,喜欢运动,喜欢模式识别共6个特征进行特征选择,并基于所得到的最佳特征采用SVM设计男女生分类器,并计算模型预测性能(包含SE,SP,ACC和AUC )。要求自行编写代码实现遗传算法。
English Description:
Genetic algorithm is used to select six features of height, weight, love mathematics, literature, sports and pattern recognition in the sample data of male and female students. Based on the best features obtained, SVM is used to design gender classifier, and the prediction performance of the model (including se, SP, ACC and AUC) is calculated. It is required to write code to realize genetic algorithm.