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DESCRIPTION
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DESCRIPTION
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Package: fastml
Type: Package
Title: Fast Machine Learning Model Training and Evaluation
Version: 0.1.0
Authors@R: c(person("Selcuk", "Korkmaz", email="[email protected]", role=c("aut", "cre"),
comment = c(ORCID = "0000-0003-4632-6850")),
person("Dincer", "Goksuluk", email="[email protected]", role="aut",
comment = c(ORCID = "0000-0002-2752-7668")))
Description: Streamlines the training, evaluation, and comparison of multiple machine learning models with minimal code by providing
comprehensive data preprocessing and support for a wide range of algorithms with hyperparameter tuning.
It offers performance metrics and visualization tools to facilitate efficient and effective machine learning workflows.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
Imports:
caret,
pROC,
reshape2,
ggplot2,
foreach,
doParallel
Suggests:
knitr,
rmarkdown,
randomForest,
kernlab,
gbm,
nnet,
rpart,
glmnet,
xgboost,
pls,
C50,
mboost,
arm,
ipred,
caTools,
e1071,
MASS,
lightgbm
RoxygenNote: 7.3.2