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. Properties of different cross-validation methods in Solo and PLS_Toolbox.

	Venetian Blinds	Contiguous Blocks	Random Subsets	Leave-One Out	Custom

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 2. Performance of nnon-linear methods

	Venetian Blinds	Contiguous Blocks	Random Subsets
Test sample selection scheme
Parameters
Number of sub-validation experiments

Table 3. ANN

	Venetian Blinds	Contiguous Blocks	Random Subsets
Test sample selection scheme
Parameters
Number of sub-validation experiments

Table 4. SVM

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