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Please help with the following R Programming / R Studio question. I am stumped on how to do parts a and b. Data (A6DATA.csv): https://www.dropbox.com/s/gxa0yf2j7mnp1x4/A6DATA.csv?dl=0

Please help with the following R Programming / R Studio question. I am stumped on how to do parts a and b.

Data (A6DATA.csv): https://www.dropbox.com/s/gxa0yf2j7mnp1x4/A6DATA.csv?dl=0

Please note the following:

V1: variance of Wavelet Transformed image (continuous)

V2: skewness of Wavelet Transformed image (continuous)

V3: kurtosis of Wavelet Transformed image (continuous)

V4: entropy of image (continuous)

V5: class (0-forged, 1-genuine)

PART a:

Read A6DATA.csv file into RStudio.

Assemble logistic regression models with 60%/40%, 70%/30%, and 80%/20% partitioning into training and testing data sets using set.seed(222). Please summarize the training and testing accuracy, sensitivity and specificity for each and compare with 50%/50% performance using the table below. Please recommend and comment on the best model.

image text in transcribed
Partitioning Accuracy % Sensitivity % Specificity % Training - 50% Testing - 50% Training - 60% Testing - 40% Training - 70% Testing - 30% Training - 80% Testing - 20%

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