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| Version 6.0 of PLS_Toolbox and Solo was released in October, 2010.
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| 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].
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| (back to [[Release Notes PLS Toolbox and Solo]])
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| ==NEW FEATURES==
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| ===Model Building===
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| * [[Image:Clutterbutton.png|right]]New "top-level" access to [[Declutter_Settings_Window|Decluttering methods]] (GLSW, EPO, EMM) through "Clutter" control in Analysis window
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| * Revised [[WorkspaceBrowser_Layout|Workspace Browser]] with new features and improved look
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| * Automatic model report generator [http://www.eigenvector.com/eigenguide.php?m=Report_Writer (watch how-to movie) ] [ [[reportwriter]] ]
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| * Orthogonalized PLS models (compare to O-PLS) [ [[orthogonalizepls]] ]
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| * NPLS (multiway PLS) now available in Analysis window [ [[Analysis_Menu]] ]
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| * Non-linear modeling with polynomial transformations [ [[polytransform]] ]
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| * New "contrast" option in MCR-ALS for feasible bounds results [ [[MCR Contrast Constraint]] ]
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| * Automatic calibration subset selection tool [ [[reducennsamples]] ]
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| * RMSEP reported as a function of LVs
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| * Scripting language and interface for user scripting and 3rd party product control [ [[Solo Predictor Script Construction]] ]
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| ===Ease-of-Use Features===
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| * Customizable class symbols in plots [http://www.eigenvector.com/eigenguide.php?m=Modifying_Class_Symbols (watch how-to movie)] [ [[Set Symbol Styles Window]] ]
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| * Allow plotting of loadings in original units (with preprocessing undone) [[Image:undoprepro.png]]
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| * Regression error bars can be turned on and off [[Image:showerrorbars.png]]
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| * Automatic augmentation of calibration set from validation data
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| * Clustering - class and label information available in "mouse-over" of dendrogram
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| * New interface and object for database queries
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| ===Functionality Improvements===
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| * Improved SVM performance
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| * Improved model cache performance
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| * Improved automated initial guesses for MCR
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| * Better compatibility between boxplot and Mathworks-related functions
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| * Streamlined interface menus
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| * User-adjustable pane sizes in primary interfaces
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| * Improved model and prediction information in Analysis window
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| * SPC reader performance improved
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| * XML writer - significant speed improvements
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| ===Documentation===
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| * Significant documentation enhancements including new [[Software_User_Guide|"getting started"]] guide and [http://www.eigenvector.com/eigenguide.php how-to movies]
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| ===PLS_Toolbox-Specific Enhancements===
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| * Improved PLS_Toolbox installer
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| * Varimax rotations on standard model structures (PLS_Toolbox only)
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| * Crossval now accepts model as input (automatic population of results)
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| * Cluster -allow access to raw sample-to-sample distance matrix (distances)
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| * Exteriorpts -improved performance
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| ==NEW FUNCTIONS AND FILES==
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| :[[cov_cv]] - Estimation of a regularized inverse covariance matrix.
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| :[[evridir]] - Locate and or create EVRI home directory.
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| :[[polytransform]] - Add polynomial and cross terms to data matrix.
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| :[[reducennsamples]] - Select a subset of samples by removing nearest neighbors.
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| :[[reportwriter]] - Write a summary of the analysis including associated figures to html/word/powerpoint.
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| :[[symbolstyle]] - Interface to modify class symbols.
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