Decision Tree Approach for Soil Liquefaction Assessment

Table 4

Risk estimation of the DT and LR models.

Model	Testing	Training	All
CHAID	0.234	0.141	0.160
E-CHAID	0.234	0.161	0.176
CART	0.194	0.163	0.169
CHAID-SPT	0.169 ^a	0.188	0.184
E-CHAID-SPT	0.177	0.161	0.165
CART-SPT	0.185	0.165	0.169
LR	0.258	0.270	0.268

aBold sets are the lowest risk values for each set.