Typo correction - “Inforamtion Value” to “Information Value”
There was a issues in ExpReport() while running the attitude
dataset, which is fixed
Issue with ExpData() when dealing with text data and tibbles - which
is fixed
Enhancements
Added weight argument in Expctable, and
ExpNumStat to compute weighted summary and counts
SmartEDA 0.3.8
Bug Fixes
matrix warning has fixed
SmartEDA 0.3.7
New Features
Added function ExpTwoPlots to graph from same variable
when Target=NULL vs. when Target = categorical variable (binary or
multi-class variable)
Enhancements
Added “fun” option to add custom statistics on data dictionary
output in ExpData
SmartEDA 0.3.6
Bug fixes
Problem with date format. Fixed a bug in ExpData(),
function is now supporting for all types of columns. Previously this
function were not supporting to data types POSIXlt or date format
Fixed ExpNumViz() code in the README file. Previously
it contains arguments that are not (anymore) present in the
function
Enhancements
Added new outcome for ExpOutliers() called outlier
index value. Outlier index for both upper and lower outliers
Column name changed from returned output of ExpData()
type 1 - “Obs” to new name “Value”
Column name changed from returned output of ExpData()
type 2 - “S.no” to new name “Index”, “% of Missing” as
“Per_of_Missing”
Corrected few spell mistakes from ExpData() help
file
Corrected output readings from ExpData() - Unique
variable replaced as identifier variables
SmartEDA 0.3.5
Bug fixes
Fixed a bug in ExpCatStat, Corrected odds ratio
calculation for multi class
Fixed a bug in ExpData, for Type = 2 changed output
variable structure - previously all columns are factors and now changed
to character and integer values.
Enhancements
Removed asterisk mark from factor and date variables in
ExpData type = 2
Added unique variable count in ExpData type = 1
Missing value percentage will be calculated based on NA value and
no. of blanks
Added Target column in ExpCatStat output where stat =
“IV”
SmartEDA 0.3.4
Enhancements
Added multiple standard deviation options to treat outlier value in
ExpOutliers