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v1.07

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@benfulcher benfulcher released this 22 Jul 06:17
· 62 commits to main since this release
  • TS_SimSearch supports interactive plots to swap between raw and ranked values in scatter plots
  • Better error messaging for computation
  • install script checks for required toolboxes
  • 'svmBeta' option to score individual features on SVM beta weights: added to TS_TopFeatures
  • Better checks on input data type (e.g., singles or integers) in feature computation
  • Improved reporting of in-fold and out-of-fold accuracies in k-fold CV classification
  • Logistic regression added to classifiers, as well as svm-linear (high-dim) default (original available as svm-linear-lowdim)
  • TS_ClassifyLowDim expanded functionality to check for in-sample over-fitting
  • Null testing improved with option for simple shuffle-based nulls (under assumption that random in -> random out; rather than full model-based nulls)
  • Improved visualization settings in TS_TopFeatures (including Spearman correlations now default)
  • signed p-value test statistic from rank-sum test added in TS_TopFeatures
  • Improved syntax for TS_Init for selecting a feature set by name.
  • Progress bar option for new minimal output versions of TS_Compute as 'fast' and 'minimal' (in cases like with catch22 where full output makes the commandline unreadable.
  • Some feature keywords improved.