SHL2020

Team: RED CIRCLE

This year's challenge link.

Content

• Feature Extraction Notebook
• Feature Analysis Notebook
• Dataset Split and Make Batch Notebook

Feature Column Name

Column Name Format: [channel]_[feature] Example: acc_mean

Channel Names - [Total: 10]

Keyword	Channel Name
[acc]	Acceleration
[lacc]	Linear Acceleration
[acch]	Acceleration Horizontal Component
[accv]	Acceleration Vertical Component
[jerkh]	Jerk Horizontal Component
[jerkv]	Jerk Vertical Component
[mag]	Magnetometer
[gyr]	Gyroscope
[pres]	Pressure
[label]	Label

Statistical Features - [Total: 10]

Keyword	Feature
[mean]	Mean
[std]	Standard Deviation
[max]	Maximum
[min]	Minimum
[mad]	Median Absolude Deviation
[iqr]	Inter Quartile Range
[max.corr]	Max Autocorrelation
[idx.max.corr]	Index of Max Autocorrelation
[zcr]	Zero Crossing Rate
[fzc]	First Zero Crossing Index

Spectral Features - [Total: 5]

Keyword	Feature
[max.PSD]	Maximum PSD
[entropy]	Entropy
[fc]	Center Frequency
[kurt]	Kurtosis
[skew]	Skewness