Improving the prediction of going concern of Taiwanese listed companies using a hybrid of LASSO with data mining techniques

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Table 4 Descriptive statistics of input variables

Variable		N	Mean	SD	Min	Max
X4	Debt ratio	192	51.0965	21.6263	4.8700	101.9700
X6	Undistributed surplus	192	−346,749.52	2,210,187.98	−22,801,544.00	5,561,297.0000
X20	Total assets turnover	192	0.8593	0.6895	0.0300	4.8400
X22	Return on assets (ROA)	192	−0.0756	0.2762	−2.0997	0.3695