Releases: SixiangHu/DataMan
Releases · SixiangHu/DataMan
normal update fix DataSummary function
v0.6.1
v0.4.3
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.
v0.4.2
DataMan 0.4.2
NEW FEATURES
- Add
interPlotthat gives 3D surface plot utilisingplotlypackage. - Add
liftPlotthat compares different model predictions. - Add
rocPlotthat assesses binary classification underROCRpackage. It plots ROC curves with one or more predictions. AUC will be calculated and showed in legend. - Change the visual package from
ggplot2torbokeh. 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 checkon 0 warnings and 0 notes. - Move misc functions to
utils.rfunction - Change the glyphs of points in
modelPlot - Change
.travis.yamlto installrbokehfrom github. - Improve the
PopMiss.
Change graphic package to rbokeh
Replace the ggplot2 and googleVis graphic packages with rbokeh which provide much cleaner and enhanced visualisation.
Add liftPlot.
More Function Provided
New function:
- resiPlot
- CramersV in Rcpp
- tree2data for sankeyPlot
Add quickTable function
v0.2 initial quickerTable function and tried to use it to speed up Cramers…
The first release
Initial 4 functions included for data cleaning and analysis.