Description Usage Arguments Value Author(s) References Examples
df_intervals
creates an object of class
c("df_intervals", "data.frame")
.
as.df_intervals
attempts to coerce its argument x
into an
object of class c("df_intervals", class(x))
. If this is not possible
x
is returned unchanged.
is.df_intervals
returns TRUE if x is an R object with
"df_intervals"
as one of its classes. It returns FALSE otherwise.
1 2 3 4 5 | df_intervals(distributions, errs)
as.df_intervals(x)
is.df_intervals(x)
|
distributions |
vector containing the names of the distribution correspondind to each error. |
errs |
vector of errors associated to intervals built under a particular distribution assumption indicated by 'distributions'. |
x |
an R object. |
df_intervals
returns an object of class
c("df_intervals", "data.frame")
with information regarding the error of
intervals built under different distribution assumptions.
as.df_intervals
returns an object of class
c("df_intervals",class(x))
with information contained in x if possible.
Returns x otherwise.
is.df_intervals
returns TRUE if x is an R object with
"df_intervals"
as one of its classes. FALSE otherwise.
Jesus Prada, jesus.prada@estudiante.uam.es
Link to the scientific paper
Prada, Jesus, and Jose Ramon Dorronsoro. "SVRs and Uncertainty Estimates in Wind Energy Prediction." Advances in Computational Intelligence. Springer International Publishing, 2015. 564-577,
with theoretical background for this package is provided below.
http://link.springer.com/chapter/10.1007/978-3-319-19222-2_47
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | df_intervals("l",0.1)
df_intervals(c("l","lm","n","nm","b","w"),rep(0.1,6))
df<-data.frame(distribution=rnorm(10),error=rnorm(10))
as.df_intervals(df)
v<-c("a","b")
as.df_intervals(v)
df<-data.frame(distribution=rnorm(10),error=rnorm(10))
is.df_intervals(df)
res<-as.df_intervals(df)
is.df_intervals(res)
|
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