Model Building: Calibration Phase and Release Notes Version 6 0: 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 09:26, 12 October 2010
Version 6.0 of PLS_Toolbox and Solo was released in October, 2010.
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
Model Building
- New "top-level" access to Decluttering methods (GLSW, EPO, EMM) through "Clutter" control in Analysis window
- Revised Workspace Browser with new features and improved look
- Automatic model report generator (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 (watch how-to movie) [ Set Symbol Styles Window ]
- Allow plotting of loadings in original units (with preprocessing undone)
- Regression error bars can be turned on and off
- 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 "getting started" guide and 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.