用默认参数得到的模型的最大准确度是80%。我现在用以下代码调参数:
grid_svmpoly=expand.grid(degree=seq(0,5,length.out=25),scale=seq(0,5,length.out=25),C=seq(0,5,length.out=25))
modelFit <- train(group~.,data=table_svm,method="svmPoly",
preProc = c("center","scale"),#metric="ROC",
tuneGrid=grid_svmpoly,
trControl = ctrl)
结果报错:Error in { :
task 1 failed - "No Support Vectors found. You may want to change your parameters"
该如何解决呢?