Estimation of Chronic Illness Severity Based on Machine Learning Methods

Table 4

Time complexity and space complexity comparison.

	Running time	Time complexity	Space complexity	Parameters
Logistic regression	23.3 s
SVM	42.7 s
Random Forest	45.3 s
XGBoost	33.4 s			non-missing entries,
LightGBM	41.8 s			,