summary.stablelearnerList

0th

Percentile

Summarize Results from Stability Assessment

Summarizes and prints the results from stability assessments performed by stability.

Keywords
resampling, similarity
Usage
# S3 method for stablelearnerList
summary(object, ..., reverse = TRUE, 
  probs = c(0.05, 0.25, 0.5, 0.75, 0.95), digits = 3, names = NULL)
Arguments
object

a object of class "stablelearner" or "stablelearnerList" to be summarized.

Arguments passed from or to other functions (currently ignored).

reverse

logical. If reverse = TRUE (default), the similarity values summarized in the summary output are transformed (reversed) such that higher values indicate a higher stability.

digits

integer. The number of digits used to summarize the similarity distribution in the summary output.

probs

a vector of probabilities used tosummarize the similarity distribution in the summary output.

names

a vector of characters to specify a name for each result from statistical learning in the summary output.

See Also

stability

Aliases
  • summary.stablelearner
  • summary.stablelearnerList
  • print.summary.stablelearnerList
Examples
# NOT RUN {
# }
# NOT RUN {
library("partykit")

rval <- ctree(Species ~ ., data = iris)
stab <- stability(rval)

summary(stab)
summary(stab, reverse = FALSE)
summary(stab, probs = c(0.25, 0.5, 0.75))
summary(stab, names = "conditional inference tree")

# }
# NOT RUN {
# }
Documentation reproduced from package stablelearner, version 0.1-2, License: GPL-2 | GPL-3

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