Release Notes Version 6 0 and File:Varcap plot.png: Difference between pages

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Version 6.0 of PLS_Toolbox and Solo was released in October, 2010.


For general product information, see [http://www.eigenvector.com/software/pls_toolbox.htm PLS_Toolbox Product Page]. For information on Solo, see [http://www.eigenvector.com/software/solo.htm Solo Product Page].
(back to [[Release Notes PLS Toolbox and Solo]])
==NEW FEATURES==
===Model Building===
* [[Image:Clutterbutton.png|right]]New "top-level" access to [[Declutter_Settings_Window|Decluttering methods]] (GLSW, EPO, EMM) through "Clutter" control in Analysis window
* Revised [[WorkspaceBrowser_Layout|Workspace Browser]] with new features and improved look
* Automatic model report generator [http://www.eigenvector.com/eigenguide.php?m=Report_Writer (watch how-to movie) ]  [ [[reportwriter]] ]
* Orthogonalized PLS models (compare to O-PLS) [ [[orthogonalizepls]] ]
* NPLS (multiway PLS) now available in Analysis window [ [[Analysis_Menu]] ]
* Non-linear modeling with polynomial transformations [ [[polytransform]] ]
* New "contrast" option in MCR-ALS for feasible bounds results [ [[MCR Contrast Constraint]] ]
* Automatic calibration subset selection tool [ [[reducennsamples]] ]
* RMSEP reported as a function of LVs
* Scripting language and interface for user scripting and 3rd party product control [ [[Solo Predictor Script Construction]] ]
===Ease-of-Use Features===
*  Customizable class symbols in plots [http://www.eigenvector.com/eigenguide.php?m=Modifying_Class_Symbols (watch how-to movie)] [ [[Set Symbol Styles Window]] ]
* Allow plotting of loadings in original units (with preprocessing undone) [[Image:undoprepro.png]]
* Regression error bars can be turned on and off [[Image:showerrorbars.png]]
* Automatic augmentation of calibration set from validation data
* Clustering - class and label information available in "mouse-over" of dendrogram
* New interface and object for database queries
===Functionality Improvements===
* Improved SVM performance
* Improved model cache performance
* Improved automated initial guesses for MCR
* Better compatibility between boxplot and Mathworks-related functions
* Streamlined interface menus
* User-adjustable pane sizes in primary interfaces
* Improved model and prediction information in Analysis window
* SPC reader performance improved
* XML writer - significant speed improvements
===Documentation===
* Significant documentation enhancements including new [[Software_User_Guide|"getting started"]] guide and [http://www.eigenvector.com/eigenguide.php how-to movies]
===PLS_Toolbox-Specific Enhancements===
* Improved PLS_Toolbox installer
* Varimax rotations on standard model structures (PLS_Toolbox only)
* Crossval now accepts model as input (automatic population of results)
* Cluster -allow access to raw sample-to-sample distance matrix (distances)
* Exteriorpts -improved performance
==NEW FUNCTIONS AND FILES==
:[[cov_cv]] - Estimation of a regularized inverse covariance matrix.
:[[evridir]] - Locate and or create EVRI home directory.
:[[polytransform]] - Add polynomial and cross terms to data matrix.
:[[reducennsamples]] - Select a subset of samples by removing nearest neighbors.
:[[reportwriter]] - Write a summary of the analysis including associated figures to html/word/powerpoint.
:[[symbolstyle]] - Interface to modify class symbols.

Latest revision as of 11:44, 1 August 2019