49 lines
2.4 KiB
Python
49 lines
2.4 KiB
Python
# Copyright 2013-2023 Lawrence Livermore National Security, LLC and other
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# Spack Project Developers. See the top-level COPYRIGHT file for details.
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#
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# SPDX-License-Identifier: (Apache-2.0 OR MIT)
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from spack.package import *
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class RRminer(RPackage):
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"""Data Mining Classification and Regression Methods.
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Facilitates the use of data mining algorithms in classification and
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regression (including time series forecasting) tasks by presenting a short
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and coherent set of functions. Versions: 1.4.6 / 1.4.5 / 1.4.4 new
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automated machine learning (AutoML) and ensembles, via improved fit(),
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mining() and mparheuristic() functions, and new categorical preprocessing,
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via improved delevels() function; 1.4.3 new metrics (e.g., macro precision,
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explained variance), new "lssvm" model and improved mparheuristic()
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function; 1.4.2 new "NMAE" metric, "xgboost" and "cv.glmnet" models (16
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classification and 18 regression models); 1.4.1 new tutorial and more
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robust version; 1.4 - new classification and regression models, with a
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total of 14 classification and 15 regression methods, including: Decision
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Trees, Neural Networks, Support Vector Machines, Random Forests, Bagging
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and Boosting; 1.3 and 1.3.1 - new classification and regression metrics;
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1.2 - new input importance methods via improved Importance() function; 1.0
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- first version."""
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cran = "rminer"
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version("1.4.6", sha256="1f8bf7b3fbc887fd766568c1ec1f861021c962259354bd8967a61c1d0761cdf7")
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version("1.4.2", sha256="64444dcedcd17f2f26129819d6bd2f84d4bb59c8f65328b6054ef32cb9624fc2")
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depends_on("r-plotrix", type=("build", "run"))
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depends_on("r-lattice", type=("build", "run"))
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depends_on("r-nnet", type=("build", "run"))
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depends_on("r-kknn", type=("build", "run"))
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depends_on("r-pls", type=("build", "run"))
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depends_on("r-mass", type=("build", "run"))
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depends_on("r-mda", type=("build", "run"))
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depends_on("r-rpart", type=("build", "run"))
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depends_on("r-randomforest", type=("build", "run"))
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depends_on("r-adabag", type=("build", "run"))
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depends_on("r-party", type=("build", "run"))
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depends_on("r-cubist", type=("build", "run"))
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depends_on("r-kernlab", type=("build", "run"))
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depends_on("r-e1071", type=("build", "run"))
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depends_on("r-glmnet", type=("build", "run"))
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depends_on("r-xgboost", type=("build", "run"))
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