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The inputs on the SVM are manually extracted attributes guided by Actual physical mechanism of disruption42,forty three,44. Features made up of temporal and spatial profile details are extracted according to the area familiarity with diagnostics and disruption physics. The input indicators from the feature engineering are the same as the input sign