The dataset consisted of 2912 email lines. Out of 1030 signature lines 954 were classified correctly. Out of 1882 non-signature lines 147 were mistaken for signature. Overall it gives us 92% success rate and 78% area under the ROC curve. Which could be regarded as excellent and fair correspondingly.