-
Notifications
You must be signed in to change notification settings - Fork 19
/
Copy pathRAW_Info.txt
55 lines (46 loc) · 1.28 KB
/
RAW_Info.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
Associated tasks: classification
Number of examples: 1,098,207
Number of attributes: 6
Missing attribute values: None
Class distribution: {
Walking -> 424,400 -> 38.6%,
Jogging -> 342,177 -> 31.2%,
Upstairs -> 122,869 -> 11.2%,
Downstairs -> 100,427 -> 9.1%,
Sitting -> 59,939 -> 5.5%,
Standing -> 48,395 -> 4.4% }
raw.txt follows this format:
[user],[activity],[timestamp],[x-acceleration],[y-accel],[z-accel];
This line is a representative example:
33,Jogging,49105962326000,-0.6946377,12.680544,0.50395286;
Sampling rate:
20Hz (1 sample every 50ms)
Fields:
*user
nominal, 1..36
*activity
nominal, {
Walking
Jogging
Sitting
Standing
Upstairs
Downstairs }
*timestamp
numeric, generally the phone's uptime in nanoseconds
(In future datasets this will be miliseconds
since unix epoch.)
*x-acceleration
numeric, floating-point values between -20 .. 20
The acceleration in the x direction as measured
by the android phone's accelerometer.
A value of 10 = 1g = 9.81 m/s^2, and
0 = no acceleration.
The acceleration recorded includes gravitational
acceleration toward the center of the Earth, so
that when the phone is at rest on a flat surface
the vertical axis will register +-10.
*y-accel
numeric, see x-acceleration
*z-accel
numeric, see x-acceleration