cofaTest: Calculates CoFA statistics for a random forest on the...
In halleewong/cofa: Categorical Co-Frequency Analysis of Decision Trees and Random Forests
Description
Calculates CoFA statistics for a random forest on the provided data and simulated the null hypothesis distribution by calculating CoFA statistics on data with the categorical variable shuffled
Usage
1
Arguments
k
number of iterations to simulate null hypothesis CoFA statistics
data
data.frame containing columns xvars, yvar, cvar
yvar
name of column containing the outcome variable
cvar
name of column containing the categorical variable of interest
ntree
number of trees per random forest
seed
a random seed
xvar
vector of other columns to use in fitting random forests
halleewong/cofa documentation built on Nov. 4, 2019, 1:26 p.m.
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Description
Calculates CoFA statistics for a random forest on the provided data and simulated the null hypothesis distribution by calculating CoFA statistics on data with the categorical variable shuffled
Usage
1 |
Arguments
k |
number of iterations to simulate null hypothesis CoFA statistics |
data |
data.frame containing columns |
yvar |
name of column containing the outcome variable |
cvar |
name of column containing the categorical variable of interest |
ntree |
number of trees per random forest |
seed |
a random seed |
xvar |
vector of other columns to use in fitting random forests |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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