version 0.1.0

cran · Dec 15, 2023 · 73cd311 · 73cd311
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diff --git a/DESCRIPTION b/DESCRIPTION
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+Package: randomMachines
+Type: Package
+Title: An Ensemble Modeling using Random Machines
+Version: 0.1.0
+Authors@R: c(person("Mateus", "Maia", email = "mateus.maiamarques.2021@mumail.ie", role = c("aut","cre"), comment = c(ORCID = "0000-0001-7056-386X")),
+            person("Anderson", "Ara", email = "ara@ufpr.br", role = c("cte"), comment = c(ORCID = "0000-0002-1041-2768")),
+            person("Gabriel", "Ribeiro", email = "brielribeiro08@gmail.com", role = c("cte")))
+Description: A novel ensemble method employing Support Vector Machines (SVMs) as base learners. This powerful ensemble model is designed for both classification (Ara A., et. al, 2021) <doi:10.6339/21-JDS1014>, and regression (Ara A., et. al, 2021) <doi:10.1016/j.eswa.2022.117107> problems, offering versatility and robust performance across different datasets and compared with other consolidated methods as Random Forests (Maia M, et. al, 2021) <doi:10.6339/21-JDS1025>.
+License: MIT + file LICENSE
+Encoding: UTF-8
+LazyData: true
+RoxygenNote: 7.2.3
+Imports: kernlab, methods, stats
+Depends: R (>= 2.10)
+Suggests:
+NeedsCompilation: no
+Packaged: 2023-12-14 14:52:32 UTC; mateusmaia
+Author: Mateus Maia [aut, cre] (<https://orcid.org/0000-0001-7056-386X>),
+  Anderson Ara [cte] (<https://orcid.org/0000-0002-1041-2768>),
+  Gabriel Ribeiro [cte]
+Maintainer: Mateus Maia <mateus.maiamarques.2021@mumail.ie>
+Repository: CRAN
+Date/Publication: 2023-12-14 16:40:05 UTC
diff --git a/LICENSE b/LICENSE
@@ -0,0 +1,2 @@
+YEAR: 2023
+COPYRIGHT HOLDER: rmachines authors
diff --git a/MD5 b/MD5
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+359af323b84a5bba5141adbfaffb0ad5 *DESCRIPTION
+27dba37f9cf961626c759a0b5c4a59f0 *LICENSE
+0169c943bfe6f8cb1c9cacf78d711f43 *NAMESPACE
+1329df4da2010e05efc02988add45add *R/main_functions.R
+7ba9d94fe8031c2ba86d0b192cc65bb2 *R/simulation_examples.R
+62203b5bf6ad6fe7075b1327f9a122dc *README.md
+38e08f8b30ab67b6479add2c72a004b0 *data/bolsafam.rda
+5ab6ddfaca9d1acb022c07fb4ec1a698 *data/ionosphere.rda
+999b67c9a1189c293a2a64e26c50c66e *data/whosale.rda
+793f928b2e5f95025d93611837471458 *man/RMSE.Rd
+4f3df6770855052986565c375d16742a *man/bolsafam.Rd
+93ddf64c2d778fbc8a5dc4f5c17469df *man/brier_score.Rd
+cf2f574720b2ace9ea57cc24a3041872 *man/ionosphere.Rd
+a15ea670a05d2b3aa241781432dc1587 *man/predict.rm_class.Rd
+a118ce227b1955dcf07d16e976f14287 *man/predict.rm_reg.Rd
+5117b00541fb7478f969ed60237c7aef *man/randomMachines.Rd
+e19c02af8b371aacf71136d236a4b2ea *man/rm_class-class.Rd
+808c5e9041ed3f3bda9f96874cc01525 *man/rm_reg-class.Rd
+bb44ad36b8487b7402a9a5634587919d *man/sim_class.Rd
+d590a57352a859255f74d91eec75f862 *man/sim_reg1.Rd
+53f8156fa0b30ed6c94985a196f34223 *man/sim_reg2.Rd
+047b004f4c8da802f311f095ae4a4265 *man/sim_reg3.Rd
+3aadc50072fa34dd530ced916964ede7 *man/sim_reg4.Rd
+0d0a772dc18890749c631c5ad5f71c80 *man/sim_reg5.Rd
+a9eeaa6dbfcc7646d85e6a55f81fe107 *man/whosale.Rd
diff --git a/NAMESPACE b/NAMESPACE
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+# Generated by roxygen2: do not edit by hand
+
+S3method(predict,rm_class)
+S3method(predict,rm_reg)
+export(RMSE)
+export(brier_score)
+export(randomMachines)
+export(sim_class)
+export(sim_reg1)
+export(sim_reg2)
+export(sim_reg3)
+export(sim_reg4)
+export(sim_reg5)
+importFrom(methods,new)
+importMethodsFrom(kernlab,predict)