Files in Vitlik/DA1-16
Analysis of a spambase dataset
.Rbuildignore
.gitignore
DESCRIPTION
LICENSE
NAMESPACE
R/clustering.R
R/exploratory.R
R/log_regr.R
R/main.R
R/normality.R
R/outlier_detection.R
R/pca and clustering LAN.R
R/pca.R
R/util.R
README.md
Rplot.png
Rplot01.png
Rplot02.png
casestudy.Rproj
data-raw/dataset_44_spambase.arff
data-raw/dataset_44_spambase_adjusted.arff
data-raw/read_data.R
data/spambase.rda
man/a.a.main.Rd
man/a.b.main.spambase.analysis.Rd
man/b.a.exploratory.data_analysis.Rd
man/b.c.exploratory.str_summary.Rd
man/b.d.exploratory.correlations.Rd
man/b.e.exploratory.dim_vis.Rd
man/c.a.normality.Rd
man/c.b.qqplots.Rd
man/c.c.chisquare.Rd
man/c.d.distribution_test.Rd
man/c.e.norm_transform.Rd
man/z.a.util.gen.summary.Rd
man/z.b.util.diff.Rd
man/z.c.boxcox.Rd
man/z.d.loglik.Rd
man/z.z.util.set.environment.Rd
out/1. Exploratory - Barplot of email numbers.pdf
out/1. Exploratory - Correlation matrix.pdf
out/1. Exploratory - Histograms.pdf
out/1. Exploratory - Scatterplots of highly correlated dimensions.pdf
out/1. Exploratory - spambase_as_csv colored.xlsx
out/1. Exploratory - spambase_as_csv.csv
out/1. Exploratory - str.txt
out/1. Exploratory - summary - compare.csv
out/1. Exploratory - summary.csv
out/2. Normality - Cullen and Frey graphs.pdf
out/2. Normality - Example normality transformation.pdf
out/2. Normality - Normality QQ-Plots.pdf
out/2. Normality - Normality chi^2-Plot.pdf
