训练给定的数据集的SVM模型.
好吧,让我们开始训练一个SVM模型的数据集. 以下是要遵循的步骤: 1.首先,你需要预处理你的数据集.这将包括处理缺失值,编码类型变量,缩放数值变量等步骤.你应该只在训练集上执行这些步骤,然后再对测试集进行相同的转换. 2.一旦你的数据预处理,你需要将其分成训练和测试集. 这可以使用SVM模型的"train_test_split``". 下面是要遵循的步骤: 1.首先,你需要预处理你的数据集. 这将包括处理缺失值,编码类型变量,缩放数值,缩放数值. 2.一旦你的数据预处理,你需要将其分成训练和测试集. 3.现在,让我们使用SVM模型的"preprepreview_test_test_test_split_test_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split_split