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The inputs of your SVM are manually extracted attributes guided by physical system of disruption42,forty three,44. Characteristics that contains temporal and spatial profile details are extracted according to the domain knowledge of diagnostics and disruption physics. The enter alerts on the function engineering are the same as the enter indicators