ToolboxPerformance

PLS_Toolbox Performance

The following performance results are for general comparison and expectation. Your own mileage may vary.

Performance Table

Matlab Versoin	PLS_Toolbox Version	Operating System	System Description	Data Description	Algorithm	Performance Result
2015a	8.1.1	OS X El Capitan	2.8 GHz Intel, 16 GB ram	cell	cell

Table 1. PCA

	100 variables	500 variables	1000 variables
100 samples
500 samples
1000 samples

Table 2. Performance of nnon-linear methods

	Venetian Blinds	Contiguous Blocks	Random Subsets	Leave-One Out	Custom
Test sample selection scheme
'100 Samples
500 Samples
1000 samples

Table 3. ANN

	100 variables	500 variables	1000 variables
100 samples
500 samples
1000 samples

Table 4. SVM

	100 variables	500 variables	1000 variables
100 samples
500 samples
1000 samples