Description Usage Arguments Value Examples
Processes the output from the rai
function.
Requires dplyr, tibble, and ggplot2 packages.
1 2 3 4 5 6 7 8 9 10 | plot_ntest_rS(rawSum)
plot_ntest_wealth(rawSum)
## S3 method for class 'rai'
predict(object, newdata = NULL, alpha = NULL,
omega = NULL, ...)
## S3 method for class 'rai'
summary(object, ...)
|
rawSum |
processed version of rai summary stored as a tibble with correct column parsing. |
object |
an object of class rai; expected to be the list output from the
|
newdata |
an optional data frame in which to look for variables with which to predict. If omitted, the fitted values are used. |
alpha |
level of procedure. |
omega |
return from rejecting a test in Alpha-Investing (<= alpha). |
... |
additional arguments affecting the summary or predict methods. |
A list which includes the following components:
plot_rS |
plot of the change in r.squared over time (number of tests conducted). |
plot_wealth |
plot of the change in r.squared over time (number of tests conducted). |
experts |
summary of expert performance: number of features, number of rejections, order in which they were added to the expert list. |
tests |
table of number of times features were tested: how many features tested k times; which expert(s) conducted tests. |
epochs |
in which epochs were tests rejected and the corresponding rejection thresholds. |
stats |
summary statistics: number of tests, number of epochs, bound on percentage reduction in ESS by adding a single feature, number of passes through to features, final r.squared, cost of raiPlus (0 for rai). |
options |
options given to RAI: algorithm, searchType, poly, startDegree, r. |
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