Release Notes Version 8 9: Difference between revisions

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* [[simca|SIMCA]] - Allow ability to cross-validate individual models in interface.
* [[simca|SIMCA]] - Allow ability to cross-validate individual models in interface.
* [[Tools_Cross-Validation|CROSS-VALIDATION]] - Allow a class set to be used for custom cross validation.
* [[Tools_Cross-Validation|CROSS-VALIDATION]] - Allow a class set to be used for custom cross validation.
* [[plsda|PLSDA]] - Allow creating of new class set based on modeling groups.
* [[plsda|PLSDA]]  
** Allow creating of new class set based on modeling groups.
** Enable Variable Selection methods VIP and sRatios.
* [[asca|ASCA]] - Uses the ASCA+ extension as introduced by Thiel, Feraud, and Govaerts (2017) to handle an un-balanced experimental design dataset.
* [[plotgui|PLOTGUI]]  
* [[plotgui|PLOTGUI]]  
** Allow for creating a new class set via selection when viewing an existing class set.  
** Allow for creating a new class set via selection when viewing an existing class set.  
** Allow for overide of default class colors.
** Allow for override of default class coloring using 'classcoloruser' setting (set to "yes") then selecting context menu on marker.
* PreProcess - Add filtering and despiking preprocess method.
* [[preprocess|PREPROCESS]] - Add [[Filtering_and_despiking_settings_gui | Filtering and Despiking Settings GUI]], which uses the [[windowfilter]] function.
 
==Importers==
* [[jcampreadr|JCAMPREADR]] - Update jar to increased the max number of blocks allowed in imported file from 500 to 50000.


==Other Changes==
==Other Changes==
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* Add menu items for flipping data.
* Add menu items for flipping data.
 
* Added Save Selected Indices and Load Selected Indices options under File menu.
|----valign="top"
|----valign="top"
|'''[[analysis]]'''
|'''[[analysis]]'''
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* Add default naming to componentnames so components are unique by default.
* Add default naming to componentnames so components are unique by default.
|----valign="top"
|----valign="top"
|'''[[]]'''
|'''[[visionairxmlreadr]]'''
|
* Update java library.
|----valign="top"
|'''[[doerunsheet]]'''
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* Increase font size.
|----valign="top"
|'''[[anovadoe]]'''
|
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* Fixed initialization of threeway suitable arrays usind TLD instead of ATLD.  
* Normalize sums of squares so that they the sum over all factors and error sum to 100% (as in Thiel et al (2017)).
|----valign="top"
|----valign="top"
|'''plotscores_pls'''
|'''[[selectvars]]'''
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* Updates to studentized residual calucations for PLS and MLR.  
* Extended to work when calibration Y-block is a multi-column class logical dataset or array.  
|----valign="top"
|----valign="top"
|'''plotscoreslimits'''
|'''[[pls]]'''
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* Limits on scores in PCA are now based solely on the scores distribution and no longer includes the model origin.  
* Fix PLS Y-Block Scores calculation for LVs 2 and higher, to normalize over included data only.  
|----valign="top"
|----valign="top"
|'''[[svm]]/[[svmda]]'''
|'''[[wtfa]]'''
|
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* Add parallel-for (parfor) loop usage in parameter optimization for speed-up if Parallel Computing Toolbox is available.  
* Fix, do not take square root of rho.
|----
|----
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|}

Latest revision as of 12:42, 15 September 2020

Changes and Bug Fixes in Version 8.9

Version 8.9 of PLS_Toolbox and Solo was released in September, 2020.

For general product information, see PLS_Toolbox Product Page. For information on Solo, see Solo Product Page.

(back to Release Notes PLS Toolbox and Solo)

New Features in Solo and PLS_Toolbox

  • LREG-DA - Logistic Regression for classification.
  • SIMCA - Allow ability to cross-validate individual models in interface.
  • CROSS-VALIDATION - Allow a class set to be used for custom cross validation.
  • PLSDA
    • Allow creating of new class set based on modeling groups.
    • Enable Variable Selection methods VIP and sRatios.
  • ASCA - Uses the ASCA+ extension as introduced by Thiel, Feraud, and Govaerts (2017) to handle an un-balanced experimental design dataset.
  • PLOTGUI
    • Allow for creating a new class set via selection when viewing an existing class set.
    • Allow for override of default class coloring using 'classcoloruser' setting (set to "yes") then selecting context menu on marker.
  • PREPROCESS - Add Filtering and Despiking Settings GUI, which uses the windowfilter function.

Other Changes

File Comment
editds
  • Add menu items for flipping data.
  • Added Save Selected Indices and Load Selected Indices options under File menu.
analysis
  • Allow reset of included data (via xblock/yblock context menu).
anglemapper
  • Classification based on angle measures between signals.
xgb/xgbda
  • Add menu item to allow setting of include based on top N variables.
evrimodel
  • Add default naming to componentnames so components are unique by default.
visionairxmlreadr
  • Update java library.
doerunsheet
  • Increase font size.
anovadoe
  • Normalize sums of squares so that they the sum over all factors and error sum to 100% (as in Thiel et al (2017)).
selectvars
  • Extended to work when calibration Y-block is a multi-column class logical dataset or array.
pls
  • Fix PLS Y-Block Scores calculation for LVs 2 and higher, to normalize over included data only.
wtfa
  • Fix, do not take square root of rho.
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