| summary.ithresh {threshr} | R Documentation |
Summarizing measures of threshold predictive performance
Description
summary method for class "ithresh"
Usage
## S3 method for class 'ithresh'
summary(object, ...)
Arguments
object |
an object of class |
... |
Additional optional arguments. At present no optional arguments are used. |
Value
Returns a numeric matrix with 5 columns and n_v rows,
where n_v is an argument to ithresh that
determines how many of the largest training thresholds are used
a validation thresholds. The columns contain:
column 1: the validation threshold v
column 2: the sample quantile to which the validation threshold corresponds
column 3: the best training threshold u judged using the validation threshold v
column 4: the sample quantile to which the best training threshold corresponds
column 5: the index of the vector
u_vecof training thresholds to which the threshold in column2 corresponds
See Also
ithresh for threshold selection in the i.i.d. case
based on leave-one-out cross-validation.
plot.ithresh for the S3 plot method for objects of
class ithresh.
print.ithresh Prints the threshold weights.
Examples
u_vec_gom <- quantile(gom, probs = seq(0, 0.9, by = 0.05))
gom_cv <- ithresh(data = gom, u_vec = u_vec_gom, n_v = 3)
summary(gom_cv)