Table 5 PLS-predict assessment PLS LM... | Emerald Publishing

Table 5

PLS-predict assessment

		PLS		LM		PLS-LM		The decision of predictive relevance
Item	Q²predict	RMSE	MAE	RMSE	MAE	RMSE	MAE	The decision of predictive relevance
CI1	0.592	0.523	0.368	0.593	0.408	−0.070	−0.040	Strong
CI2	0.611	0.498	0.351	0.544	0.378	−0.046	−0.028
CI3	0.608	0.519	0.355	0.556	0.388	−0.038	−0.033
SAT1	0.639	0.468	0.318	0.503	0.354	−0.036	−0.036	Strong
SAT2	0.627	0.487	0.316	0.536	0.362	−0.050	−0.046
SAT3	0.649	0.460	0.301	0.514	0.351	−0.054	−0.050
SAT4	0.637	0.466	0.316	0.536	0.370	−0.071	−0.054

		PLS		LM		PLS-LM		The decision of predictive relevance
Item	Q²predict	RMSE	MAE	RMSE	MAE	RMSE	MAE	The decision of predictive relevance
CI1	0.592	0.523	0.368	0.593	0.408	−0.070	−0.040	Strong
CI2	0.611	0.498	0.351	0.544	0.378	−0.046	−0.028
CI3	0.608	0.519	0.355	0.556	0.388	−0.038	−0.033
SAT1	0.639	0.468	0.318	0.503	0.354	−0.036	−0.036	Strong
SAT2	0.627	0.487	0.316	0.536	0.362	−0.050	−0.046
SAT3	0.649	0.460	0.301	0.514	0.351	−0.054	−0.050
SAT4	0.637	0.466	0.316	0.536	0.370	−0.071	−0.054

Source(s): Authors own creation