Skip to content

QinHsiu/Driver-Behaviour-Identification

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
.ipynb_checkpoints
.ipynb_checkpoints
 
 
Original Data
Original Data
 
 
Processed Data
Processed Data
 
 
Driver behavior profiling An investigation with different smartphone sensors and machine learning.pdf
Driver behavior profiling An investigation with different smartphone sensors and machine learning.pdf
 
 
README.md
README.md
 
 
README.txt
README.txt
 
 
data_process_and_predict.ipynb
data_process_and_predict.ipynb
 
 

Repository files navigation

Driving-Identification，处理过程参看论文

1.Original Data 存放原始数据，包括未处理的数据和手动处理的数据，该目录下有两个目录文件

Original Data 目录下存放所有原始数据和角度转换的文件
Processed Data 目录下存放所有手动处理后的（按事件划分的）文件夹

2.Processed Data 存放所有处理流程存放的数据，具体内容如下

processed_angle_data 处理角度之后存放的数据
processed_window_data 处理窗口之后存放的数据
classify_data 存放按事件进行分类之后的数据（用于划分训练集和测试集）
Train_Test_Data 存放划分好的训练集和测试集
Three_classify 存放三分类的测试集和训练集

About

A data analysis for driver-behaviour-identification

Topics

machine-learning driver-behaviour-classification

Resources

Readme
Activity

Stars

2 stars

Watchers

2 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages