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
interPlot
that gives 3D surface plot utilisingplotly
package. - Add
liftPlot
that compares different model predictions. - Add
rocPlot
that assesses binary classification underROCR
package. It plots ROC curves with one or more predictions. AUC will be calculated and showed in legend. - Change the visual package from
ggplot2
torbokeh
. 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 installrbokeh
from 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.