Files in ant-stephenson/lhc
LHC Higgs Boson Classification Challenge
.Rbuildignore
.gitignore
DESCRIPTION
NAMESPACE
R/kernel_funcs.r
R/lr_funcs.r
R/objects.r
R/plot_funcs.r
R/project_funcs.r
R/svm_funcs.r
R/utility_funcs.r
README.md
doc/compass_preamble.tex
doc/figs/CV_LogReg_AMS.pdf
doc/figs/CV_LogReg_AUC_AMS.pdf
doc/figs/Ensemble_SVM.pdf
doc/figs/Experiments_lambda.pdf
doc/figs/Experiments_nrbf.pdf
doc/figs/Experiments_poly.pdf
doc/figs/ams-lambda-by-nrbf-poly=1.pdf
doc/figs/ams-lambda-by-nrbf-poly=2.pdf
doc/figs/ams-lambda-by-nrbf-poly=3.pdf
doc/figs/ams-lambda-by-poly-nrbf=0.pdf
doc/figs/auc-lambda-by-nrbf-poly=1.pdf
doc/figs/auc-lambda-by-nrbf-poly=2.pdf
doc/figs/auc-lambda-by-nrbf-poly=3.pdf
doc/figs/auc-lambda-by-poly-nrbf=0.pdf
doc/figs/boxplot-scaledams-by-nrbf.pdf
doc/figs/boxplot-scaledams-by-poly.pdf
doc/figs/boxplot-scaledauc-by-nrbf.pdf
doc/figs/boxplot-scaledauc-by-poly.pdf
doc/figs/cvoos-ams-curves1.pdf
doc/figs/cvoos-ams-curves2.pdf
doc/figs/cvoos-ams-curves3.pdf
doc/figs/cvoos-auc-curves1.pdf
doc/figs/cvoos-auc-curves2.pdf
doc/figs/cvoos-auc-curves3.pdf
doc/figs/scaledams-lambda-by-poly-nrbf=0.pdf
doc/figs/scaledauc-lambda-by-poly-nrbf=0.pdf
doc/figs/validation-ams-curves.pdf
doc/figs/validation-auc-curves.pdf
doc/final_results_table.tex
doc/lhc.bib
doc/lhc_appendix.tex
doc/lhc_package_documentation.pdf
doc/lhc_report.pdf
doc/lhc_report.tex
doc/results_table.tex
doc/results_table_groups.tex
lhc.Rproj
man/AMS_data.Rd
man/ROC_curve.Rd
man/add_rbf_features.Rd
man/ams_metric.Rd
man/ams_threshold.Rd
man/average_auc.Rd
man/avg_median_pairwise_distance.Rd
man/backtrack_linesearch.Rd
man/calc_K.Rd
man/decide.Rd
man/fit_l1_logreg.Rd
man/generate_blues.Rd
man/generate_colours.Rd
man/get_const_features.Rd
man/get_model_idx.Rd
man/get_rbf_centroids.Rd
man/get_subset_idx.Rd
man/get_valid_cols.Rd
man/idx_higgs_mass.Rd
man/idx_jet_cat.Rd
man/import_data.Rd
man/interior_point_fit.Rd
man/inv_model_idx.Rd
man/invert_angle_sign.Rd
man/kernel_svm.Rd
man/l1_logistic_reg.Rd
man/lin_kernel.Rd
man/logistic_model.Rd
man/logistic_reg.Rd
man/logisticf.Rd
man/logit.Rd
man/newton_step.Rd
man/pairwise_distance.Rd
man/partition_data.Rd
man/permute_matrix.Rd
man/plot_amss.Rd
man/plot_distributions.Rd
man/plot_rocs.Rd
man/poly_kernel.Rd
man/poly_transform.Rd
man/rbf_feature.Rd
man/rbf_kernel.Rd
man/reduce_features.Rd
man/save_fig.Rd
man/scale_dat.Rd
man/set_features_to_rm.Rd
man/svm.Rd
man/trig_kernel.Rd
man/tuned_kernel.Rd
notebook/1_DataExploration.Rmd
notebook/2_SVM.Rmd
notebook/3_LogisticRegression.Rmd
notebook/4_Results.Rmd
notebook/Notebook.Rmd
notebook/Notebook.pdf
notebook/RunModels.R
output/results_6.csv
output/results_experiments2.csv
output/results_experiments4.csv
output/results_experiments5.csv
tests/testthat.R
tests/testthat/test-model_funcs.r
tests/testthat/test-svm_funcs.r
tests/testthat/test-util_funcs.R
