SVM has been used to identify grammatical patterns within a text and classification based on it (Schwarm and Ostendorf, 2005;Heilman et al., 2008;Petersen and Ostendorf, 2009).
while percentage accuracy is an indicator to how well the model has performed to classify, R indicates the extent of explanatory power it posses.