Table 7 Specific parameters of the Morris sensitivity test.

From: Decoding student cognitive abilities: a comparative study of explainable AI algorithms in educational data mining

Item

Classification

Algorithms

w2c0704a

Physical health (brain disease)

Morris sensitivity, LIME

w2c0702a

Physical health (respiratory disease)

Morris sensitivity, LIME

w2c09

Physical health (nearsightedness)

Morris sensitivity, SHAP, LIME

w2d0308

Mental health (emotional stability)

LIME

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