Release Notes Version 6 0: Difference between revisions
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* Allow plotting of loadings in original units (with preprocessing undone) [[Image:undoprepro.png]] | * 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]] | * Regression error bars can be turned on and off [[Image:showerrorbars.png]] | ||
* Automatic augmentation of calibration set from validation data | * Automatic augmentation of calibration set from validation data [[Image:augmentmenu.png]] | ||
* Clustering - class and label information available in "mouse-over" of dendrogram | * Clustering - class and label information available in "mouse-over" of dendrogram | ||
* New interface and object for database queries | * New interface and object for database queries | ||
Revision as of 09:06, 23 September 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 improved features and 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 ]
- Added new and novel "contrast" option to MCR-ALS
- Automatic calibration subset selection tool [ reducennsamples ]
- RMSEP reported as a function of LVs
- Scripting Language for user scripting and 3rd party product control including model building and more
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-Only 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.m -allow access to raw sample-to-sample distance matrix (distances)
- Exteriorpts.m -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.