Files in youngroklee-ml/dmtr
Functions and Data for "Data Mining Techniques"

.Rbuildignore
.Rprofile
.gitignore
DESCRIPTION
NAMESPACE
R/data.R R/discriminant-functions.R R/dmtr.R R/evaluation-metrics.R R/feature-utils.R R/logistic-regression.R R/partial-least-squares.R R/principal-component-analysis.R R/regression.R R/within-group.R
_pkgdown.yml
data-raw/austenbooks.R data-raw/binaryclass.R data-raw/biometric.R data-raw/clusterdata.R data-raw/customerclass.R data-raw/defecttype.R data-raw/financials.R data-raw/gainchart.R data-raw/healthbehavior.R
data-raw/iris.csv
data-raw/iris90.R data-raw/marketbasket.R data-raw/multiplsreg.R data-raw/pcrdata.R data-raw/pcusage.R data-raw/rollsteel.R data-raw/student.R data-raw/telconnection.R data-raw/telsatisfaction.R data-raw/trafficviolation.R data-raw/transactiondata.R data-raw/wordfreq.R
data/austenbooks.rda
data/binaryclass1_test.rda
data/binaryclass1_train.rda
data/binaryclass2.rda
data/binaryclass3_test.rda
data/binaryclass3_train.rda
data/binaryclass4_inseparable.rda
data/binaryclass4_nonlinear.rda
data/binaryclass4_separable.rda
data/binaryclass5.rda
data/biometric.rda
data/clusterdata1.rda
data/clusterdata2.rda
data/clusterdata3.rda
data/clusterdata4.rda
data/customerclass_test.rda
data/customerclass_train.rda
data/defecttype.rda
data/financials.rda
data/gainchart_group1.rda
data/gainchart_yfreq.rda
data/healthbehavior.rda
data/iris90.rda
data/multiplsreg.rda
data/pcrdata.rda
data/pcusage1.rda
data/pcusage2.rda
data/purchasedata_reference.rda
data/purchasedata_target.rda
data/ratingdata_reference.rda
data/ratingdata_target.rda
data/rollsteel.rda
data/student.rda
data/telconnection.rda
data/telsatisfaction.rda
data/telsatisfaction_range.rda
data/trafficviolation.rda
data/transactiondata.rda
data/transactionseq.rda
data/wordtfidf.rda
data/wordweight.rda
dmtr.Rproj
man/anova_linear_regression.Rd man/austenbooks.Rd man/binaryclass1_test.Rd man/binaryclass1_train.Rd man/binaryclass2.Rd man/binaryclass3_test.Rd man/binaryclass3_train.Rd man/binaryclass4_inseparable.Rd man/binaryclass4_nonlinear.Rd man/binaryclass4_separable.Rd man/binaryclass5.Rd man/biometric.Rd man/clusterdata1.Rd man/clusterdata2.Rd man/clusterdata3.Rd man/clusterdata4.Rd man/customerclass_test.Rd man/customerclass_train.Rd man/defecttype.Rd man/dmtr.Rd man/eval_mad.Rd man/eval_mse.Rd man/eval_rmse.Rd man/evaluate_linear_regression.Rd man/factor_to_matrix.Rd man/financials.Rd man/fisher_ld.Rd man/fisher_ld_prediction.Rd man/fisher_ld_threshold.Rd man/fit_binary_logistic_regression.Rd man/fit_linear_regression.Rd man/fit_multinom_logistic_regression.Rd man/fit_ordinal_logistic_regression.Rd man/fit_pca.Rd man/fit_pcr.Rd man/fit_plsr.Rd man/fn_sum_of_squares_ols.Rd man/gainchart_group1.Rd man/gainchart_yfreq.Rd man/gr_sum_of_squares_ols.Rd man/grad_binary_logistic_regression.Rd man/group_mean.Rd man/group_nest.Rd man/group_summary.Rd man/group_variance.Rd man/healthbehavior.Rd man/iris90.Rd man/ld_fun.Rd man/loglik_binary_logistic_regression.Rd man/loglik_multinom_logistic_regression.Rd man/loglik_ordinal_logistic_regression.Rd man/mallows_c.Rd man/multiplsreg.Rd man/nipals_pca.Rd man/nipals_plsr.Rd man/nipals_plsr_n.Rd man/normalize_to_prob.Rd man/pcrdata.Rd man/pcusage1.Rd man/pcusage2.Rd man/pooled_variance.Rd man/posterior_binary_logistic_regression.Rd man/predict_da.Rd man/predict_linear_regression.Rd man/predict_pca.Rd man/predict_pcr.Rd man/purchasedata_reference.Rd man/purchasedata_target.Rd man/qd_fun.Rd man/ratingdata_reference.Rd man/ratingdata_target.Rd man/rollsteel.Rd man/score_da.Rd man/select_variables_stepwise.Rd man/student.Rd man/telconnection.Rd man/telsatisfaction.Rd man/telsatisfaction_range.Rd man/test_type2_linear_regression.Rd man/trafficviolation.Rd man/transactiondata.Rd man/transactionseq.Rd man/ttest_linear_regression.Rd man/vif_linear_regression.Rd man/wordtfidf.Rd man/wordweight.Rd
renv.lock
renv/.gitignore
renv/activate.R
renv/settings.dcf
tests/testthat.R tests/testthat/test-discriminant-functions.R tests/testthat/test-logistic-regression.R tests/testthat/test-partial-least-squares.R tests/testthat/test-principal-component-analysis.R tests/testthat/test-regression.R tests/testthat/test-within-group.R
vignettes/.gitignore
vignettes/book.bib
vignettes/discriminant-analysis.Rmd vignettes/logistic-regression.Rmd vignettes/pca.Rmd vignettes/plsr.Rmd vignettes/regression.Rmd vignettes/tree.Rmd
youngroklee-ml/dmtr documentation built on June 12, 2022, 6:24 p.m.