I am trying to form a classification model with the help of NDVI time series data. I want to use methods like SVM and Random Forest. I know how to apply these methods to normal data. But, I am confused while applying it to this time series data. This is a sample of my data:
Here the data have the different type of crops as classes. After that, each column represents the number of days after sowing. I was thinking of taking these columns i.e. number of days as my random variables and Class as my response variable to apply random forest and SVM classifiers. But I have a doubt if we can do that?? Is it right to apply classification method or there is some other procedure to do it on this type of data?? Please suggest me how can I apply classification method?? Any help would be highly valuable for me.