Release Notes Version 8 0: Difference between revisions
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* [[ann|ANN]] now supports custom cross-validation. | * [[ann|ANN]] now supports custom cross-validation. | ||
* [[plsda|PLSDA]] varcap plot now available. | * [[plsda|PLSDA]] varcap plot now available. | ||
* Better handle full-rank PCA sub-models where Q residuals are zero in [[simca]]. | |||
===Plotting=== | |||
* Improve handling of zoom status in newer versions of Matlab. | |||
* Better handling of font sizes. | |||
* Smarter plot style (e.g., scatter vs. bar) assumptions in "automatic" mode. | |||
===Importers=== | ===Importers=== | ||
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* [[glog]] Generalized Log Transform added to preprocessing options. | * [[glog]] Generalized Log Transform added to preprocessing options. | ||
* [[pqnorm]] Probabilistic Quotient Normalization added to preprocessing options. | * [[pqnorm]] Probabilistic Quotient Normalization added to preprocessing options. | ||
* ******{REV r19390} [[glsw]] Combine ELS/EMM and EPO options (use "inf" to select all PCs to get old ELS behavior) | |||
* Add support for handling missing data in both [[normaliz]] and [[mscorr]] (median only). | |||
===Distribution Fitting Toolbox=== | ===Distribution Fitting Toolbox=== | ||
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* [[multiblocktool|Multiblock Tool]] - Interface to view, manipulate, and join data. | * [[multiblocktool|Multiblock Tool]] - Interface to view, manipulate, and join data. | ||
* [[modeloptimizergui|Model Optimizer]] - Better handling of numeric data in comparison table, additional statistics, and improved handling of include field. | * [[modeloptimizergui|Model Optimizer]] - Better handling of numeric data in comparison table, additional statistics, and improved handling of include field. | ||
==New Command-line Features and Functions== | |||
===Misc New Functions=== | |||
* [[mlsca]] Multi-level Simultaneous Component Analysis. | |||
* [[multiblock]] Create or apply a multiblock model for joining data. | |||
===Command-Line Changes=== | |||
* [[matchvars]] - Add logic to speed up some cases of joins. | |||
* [[mdcheck]] - Allow use of KNN as data replacement method (replace missing data with data from sample(s) which are closest). | |||
* [[jmlimit]] - Better handle degenerate cases when multiple confidence levels are requested (return VECTOR of zeros instead of single zero). | |||
Revision as of 15:36, 10 June 2015
Version 8.0 of PLS_Toolbox and Solo was released in June, 2015.
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
Analysis and Models
- MLSCA - Multi-level simultaneous component analysis.
- History now captured in history field of Model Object.
- ANN now supports custom cross-validation.
- PLSDA varcap plot now available.
- Better handle full-rank PCA sub-models where Q residuals are zero in simca.
Plotting
- Improve handling of zoom status in newer versions of Matlab.
- Better handling of font sizes.
- Smarter plot style (e.g., scatter vs. bar) assumptions in "automatic" mode.
Importers
- omnicreadr - Reads OMNICix HDF5 image files.
- Improved importer behavior with mixed length data using matchvars during import.
- Updated libraries for Horiba file formats including 64 bit.
Preprocessing
- glog Generalized Log Transform added to preprocessing options.
- pqnorm Probabilistic Quotient Normalization added to preprocessing options.
- ******{REV r19390} glsw Combine ELS/EMM and EPO options (use "inf" to select all PCs to get old ELS behavior)
- Add support for handling missing data in both normaliz and mscorr (median only).
Distribution Fitting Toolbox
Other Interfaces
- Multiblock Tool - Interface to view, manipulate, and join data.
- Model Optimizer - Better handling of numeric data in comparison table, additional statistics, and improved handling of include field.
New Command-line Features and Functions
Misc New Functions
- mlsca Multi-level Simultaneous Component Analysis.
- multiblock Create or apply a multiblock model for joining data.
Command-Line Changes
- matchvars - Add logic to speed up some cases of joins.
- mdcheck - Allow use of KNN as data replacement method (replace missing data with data from sample(s) which are closest).
- jmlimit - Better handle degenerate cases when multiple confidence levels are requested (return VECTOR of zeros instead of single zero).