clean_raw: Clean extracted datasets

Description Usage Arguments Value

Description

This function is applied to filter datasets with low observation rate, long missing gap, impute missing values, and filter datasets with insufficient congestion periods

Usage

1
clean_raw(indir, outdir, obs = 0.95, hole = 3, tocc = 0.3, len = 5)

Arguments

indir

The directory where the extracted datasets are located

outdir

The directory to save the preprocessed datasets

obs

Minimum acceptable observation rate

hole

Minimum acceptable hole size in minutes

tocc

Occupancy threshold

len

Minimum length of a congested period in minutes

Value

Preprocessed datasets in csv format


QinglongYan/ANSSI documentation built on May 24, 2019, 5:02 a.m.