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DESCRIPTION
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DESCRIPTION
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Package: nba
Type: Package
Title: Calculate Net Benefit of Prediction Models and Predictive Markers
Version: 0.0.0.9000
Date: 2018-02-22
Author@R: c(
person("Chong", "Kim", role = c("aut","cre"), email = "chong.kim@ucdenver.edu"),
person("Andrew", "Vickers", role = c("aut", "trl", "cre"), email = "vickersa@mskcc.org", comment = "The originator"))
Maintainer: Chong Kim <chong.kim@ucdenver.edu>
Description: Calculation of the net benefit of prediction models nad predictive markers.
The package provides functions that compare the net benefit of various prediction models
and predictive markers. K-fold validiation and bootstrapping methods are included to
mitigate overfitting and obtaining hyperparameter values appropriate for each prediction
models.
License: Unlimited
Encoding: UTF-8
LazyData: true
Imports:
dplyr,
stats,
xgboost,
e1071,
rpart,
randomForest
Suggests:
caret,
boot
URL: http://www.pharmacoecon.me
BugReports: https://github.com/ck2136/nba/issues
RoxygenNote: 6.0.1