NEWS.md

In SixiangHu/DataMan: Data Summary, One-way Interactive Plot and Model Visualisation Analysis

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.

SixiangHu/DataMan documentation built on May 9, 2019, 1:48 p.m.