Whats New in Version 5 0
Jump to navigation
Jump to search
NEW FEATURES
- Analysis GUI has undergone a major renovation allowing for much more flexible data management, plot and data "linking" (connections between data and model results like selections and exclusions in scores and loadings), and data manipulation.
- Analysis GUI now allows simultaneous loading of Calibration and Validation data and has a revised interface to make loading and working with data and models easier and more intuitive
- Improved interactivity for multi-way data in Analysis GUI
- Several preprocessing methods and options have been added including EPO, GLSW, windowed normalization, and baselining options.
- Additional importing methods including a greatly improved automatic text importer and support for several Hamilton Sundstrand file formats
- Improved editing, sorting, and visualization tools for DataSets
- Model robustness tests in Analysis GUI and at the command line
- Export model to "model building function" which can be used to reproduce a given model
- New clustering method "dbscan"
- Added "Color By" function for colorized plots and improved 3D visualization to Plot Controls.
- Sorting of data by rows, columns, or any label field.
- Simple "Open in Analysis GUI" option on any data to allow for simple multi-block analyses (e.g. combination of Scores from multiple models)
- Improved missing data support (automatic exclusion of un-replaceable data)
- Simplified window-docking options allow for "docking" all windows in a single Figures window.
- Improved automatic factor selection
- IPLSDA (Interval PLSDA variable selection) support
- Batch and Wafer digestion support for "Batch" DataSet objects (supports different length batches)
NEW FUNCTIONS AND FILES
- asfreadr.m
- dbscan.m
- encodemodelbuilder.m
- ils_esterror.m
- matchrows.m
- testrobustness.m
- tsqqmtx.m
- @dataset\sortby.m
- @dataset\sortcols.m
- dems\tsqqmtxdemo.m