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NEWS.md

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DataMan 0.6.3

NEW FEATURES

  • [#52] resiPlot can use differemt definition of residual function
  • Add residualDeviance function to calculate the residual deviance for different distribution.

BUG FIXES AND MINOR IMPROVEMENTS

  • [#51] breaks are ignored when unique level <100 in compPlot and dataPlot

DataMan 0.6.2

BUG FIXES AND MINOR IMPROVEMENTS

  • DataSummary Fix issue #48: unique value count is not correct when NA included.
  • DataSummary Fix issue #49: mean value is not correct when NA included.

DataMan 0.6.1

NEW FEATURES

  • compPlot adding xlim paraneter to plot specific range
  • DataSummary more efficient
  • DataSummary character variable's mode will be in mean output
  • dataPlot, compPlot adding control on legend position

BUG FIXES AND MINOR IMPROVEMENTS

  • interPlot legend name changed
  • interPlot tick text and hover info can now be shown correctly
  • resPlot update the color scheme for better visualisation
  • resPlot have error bar added to prediction

DataMan 0.6.0

NEW FEATURES

  • DataSummary becomes more efficient
  • DataSummary adding data entrophy

BUG FIXES AND MINOR IMPROVEMENTS

  • Get rid of "Add marker to mode" output from plotly
  • modelPlot function is now deprecated as its less effective than other package (e.g. LIME)
  • interPlot function has tooltip with correct name presented.
  • CramersVadd option to have bias correction.
  • DataSummary add option to select whether to add entropy info in output.

DataMan 0.5.3

NEW FEATURES

  • Now all the plots uses plotly package.

DataMan 0.5.2

BUG FIXES AND MINOR IMPROVEMENTS

  • fix issue when byvar is numeric orinteger format, the histogram is not showing properly.

DataMan 0.5.1

NEW FEATURES

  • compPlot to compare different model predictions in a plot.

BUG FIXES AND MINOR IMPROVEMENTS

  • The axis title of 3d plot can now be set correctly with latest version of plotly on github. (#31)

DataMan 0.5

NEW FEATURES

  • add dmBreak function to give pretty groups

  • interPlot function will automatically group x or y if there are too many levels

  • utilising plotly package for graphics, instead of rbokeh

CHANGES

  • modelPlot function has been rewritten which has been generised.

  • base parameter in ModelData has been depricated as this is not practical to change the base for all models.

  • dataComp function has been rewritten to provide a varComp function.

DataMan 0.4.3

NEW FEATURES

  • add modelMetric function to conduct statistical analysis on predictions.

  • add dataComp function to check whether the factors in a new dataset is consistent as before.

  • add multiParts function to split a vector into different parts by provided proportion.

CHANGES

  • interPlot now support weights parameter.

  • modelPlot can specify the base of a factor when viewing a glm model.

DataMan 0.4.2

NEW FEATURES

  • Add interPlot that gives 3D surface plot utilising plotly package.

  • Add liftPlot that compares different model predictions.

  • Add rocPlot that assesses binary classification under ROCR package. It plots ROC curves with one or more predictions. AUC will be calculated and showed in legend.

  • Change the visual package from ggplot2 to rbokeh. The new package gives interactive experience like zooming, hover, and linked data for different plots.

BUG FIXES AND MINOR IMPROVEMENTS

  • To pass the R CMD check on 0 warnings and 0 notes.

  • Move misc functions to utils.r function

  • Change the glyphs of points in modelPlot

  • Change .travis.yaml to install rbokeh from github.

  • Improve the PopMiss.