Vicon Physical Action Data Set

Vicon Physical Action Data Setgithub link : https://github.com/amirshnll/Vicon-Physical-Action

dataset link: http://archive.ics.uci.edu/ml/datasets/Vicon+Physical+Action+Data+Set

Read data

———aggressive————
Elbowing
(2396, 27)
Frontkicking
(2091, 27)
Hamering
(1901, 27)
Headering
(1510, 27)
Kneeing
(2460, 27)
Pulling
(1872, 27)
Punching
(2485, 27)
Pushing
(2095, 27)
Sidekicking
(1444, 27)
Slapping
(2136, 27)
———normal————
Bowing
(2013, 27)
Clapping
(1715, 27)
Handshaking
(2558, 27)
Hugging
(1972, 27)
Jumping
(1906, 27)
Running
(2241, 27)
Seating
(2273, 27)
Standing
(2101, 27)
Walking
(1720, 27)
Waving
(971, 27)
———aggressive————
Elbowing
(2093, 27)
Frontkicking
(2133, 27)
Hamering
(1933, 27)
Headering
(1956, 27)
Kneeing
(2471, 27)
Pulling
(1788, 27)
Punching
(1858, 27)
Pushing
(1639, 27)
Sidekicking
(2425, 27)
Slapping
(2462, 27)
———normal————
Bowing
(1943, 27)
Clapping
(1822, 27)
Handshaking
(1591, 27)
Hugging
(2019, 27)
Jumping
(2030, 27)
Running [worse]
(2093, 27)
Running
(2338, 27)
Seating
(2096, 27)
Standing
(2463, 27)
Walking
(1555, 27)
———aggressive————
Elbowing
(2012, 27)
Frontkicking
(1675, 27)
Hamering
(1465, 27)
Headering
(2473, 27)
Kneeing
(1892, 27)
Pulling
(2348, 27)
Punching
(2099, 27)
Pushing
(1483, 27)
Sidekicking
(2271, 27)
Slapping
(1714, 27)
———normal————
Bowing
(1842, 27)
Clapping
(1983, 27)
Handshaking
(1829, 27)
Hugging
(2010, 27)
Jumping
(1099, 27)
Running
(2287, 27)
Seating
(2325, 27)
Standing
(2352, 27)
Walking
(1685, 27)
Waving
(1963, 27)
———aggressive————
Elbowing
(3532, 27)
Frontkicking
(3314, 27)
Hamering
(3926, 27)
Headering
(3832, 27)
Kneeing
(3513, 27)
Pulling
(3622, 27)
Punching
(3557, 27)
Pushing
(3126, 27)
Sidekicking
(2335, 27)
Slapping
(3522, 27)
———normal————
Bowing
(3673, 27)
Clapping
(3609, 27)
Handshaking
(3029, 27)
Hugging
(3307, 27)
Jumping
(2957, 27)
Running
(1534, 27)
Seating
(3021, 27)
Standing
(3162, 27)
Walking
(2005, 27)
Waving
(2769, 27)
———aggressive————
Elbowing
(2804, 27)
Frontkicking
(3324, 27)
Hamering
(3574, 27)
Headering
(4013, 27)
Kneeing
(2977, 27)
Pulling
(4235, 27)
Punching
(3419, 27)
Pushing
(3413, 27)
Sidekicking
(4193, 27)
Slapping
(4223, 27)
———normal————
Bowing
(3751, 27)
Clapping
(3045, 27)
Handshaking
(3078, 27)
Hugging
(4103, 27)
Jumping
(2946, 27)
Running
(3032, 27)
Seating
(3763, 27)
Standing
(4106, 27)
Walking
(3087, 27)
Waving
(6416, 27)
———aggressive————
Elbowing
(4119, 27)
Frontkicking
(4146, 27)
Hamering
(6242, 27)
Headering
(3706, 27)
Kneeing
(5516, 27)
Pulling
(6399, 27)
Punching
(4232, 27)
Pushing
(4260, 27)
Sidekicking
(4174, 27)
Slapping
(6519, 27)
———normal————
Bowing
(4272, 27)
Clapping
(3952, 27)
Handshaking
(4197, 27)
Hugging
(4335, 27)
Jumping
(4054, 27)
Running
(4269, 27)
Seating
(4244, 27)
Standing
(3838, 27)
Walking
(6373, 27)
Waving
(4305, 27)
———aggressive————
Elbowing
(3649, 27)
Frontkicking
(4365, 27)
Hamering
(4138, 27)
Headering
(3695, 27)
Kneeing
(5972, 27)
Pulling
(3595, 27)
Punching
(4757, 27)
Pushing
(2831, 27)
Sidekicking
(3689, 27)
Slapping
(6255, 27)
———normal————
Bowing
(4155, 27)
Clapping
(4733, 27)
Handshaking
(4179, 27)
Hugging
(4763, 27)
Jumping
(4142, 27)
Running
(4154, 27)
Seating
(6273, 27)
Standing
(4215, 27)
Walking
(5949, 27)
Waving
(4035, 27)
———aggressive————
Elbowing
(1691, 27)
Frontkicking
(1925, 27)
Hamering
(1893, 27)
Headering
(1885, 27)
Kneeing
(1793, 27)
Pulling
(1988, 27)
Punching
(2167, 27)
Pushing
(1508, 27)
Sidekicking
(1986, 27)
Slapping
(1954, 27)
———normal————
Bowing
(1944, 27)
Clapping
(2066, 27)
Handshaking
(1778, 27)
Hugging
(1624, 27)
Jumping
(2285, 27)
Running
(1059, 27)
Seating
(1888, 27)
Standing
(1999, 27)
Walking
(1645, 27)
Waving
(2193, 27)
———aggressive————
Elbowing
(4477, 27)
Frontkicking
(4122, 27)
Hamering
(6362, 27)
Headering
(6541, 27)
Kneeing
(3182, 27)
Pulling
(4484, 27)
Punching
(4380, 27)
Pushing
(4288, 27)
Sidekicking
(4201, 27)
Slapping
(4293, 27)
———normal————
Bowing
(4505, 27)
Clapping
(4441, 27)
Handshaking
(4433, 27)
Hugging
(6607, 27)
Jumping
(4215, 27)
Running
(4299, 27)
Seating
(6779, 27)
Standing
(3806, 27)
Walking
(4426, 27)
Waving
(4048, 27)
———aggressive————
Elbowing
(1510, 27)
Frontkicking
(1474, 27)
Hamering
(782, 27)
Headering
(2115, 27)
Kneeing
(1622, 27)
Pulling
(1142, 27)
Punching
(1807, 27)
Pushing
(1681, 27)
Sidekicking
(792, 27)
Slapping
(2155, 27)
———normal————
Bowing
(1590, 27)
Clapping
(1928, 27)
Handshaking
(2000, 27)
Hugging
(2189, 27)
Jumping
(1671, 27)
Running
(1632, 27)
Seating
(2337, 27)
Standing
(2176, 27)
Walking
(2302, 27)
Waving
(2198, 27)

605181
605181

Preproccessing

———–Preproccessing—————-
[ 2 2 2 … 20 20 20]

‘DT’,’KNN’,’NB’,’MLP’,’LR’

(121037, 27)
(484144, 27)
(484144,)
(121037,)
———————DT———————

0.9986119946793129

————–NB—————-

0.07363037748787561

———————KNN———————

0.998562423060717

———————MLP———————

0.48655369845584406

———————LogisticRegression———————

0.5379594669398614

——————–result————————–

Vicon Physical Action Data Set - fig 1
Vicon Physical Action Data Set – fig 1
Vicon Physical Action Data Set - fig 2
Vicon Physical Action Data Set – fig 2
Vicon Physical Action Data Set - fig 3
Vicon Physical Action Data Set – fig 3
Vicon Physical Action Data Set - fig 4
Vicon Physical Action Data Set – fig 4
Vicon Physical Action Data Set - fig 5
Vicon Physical Action Data Set – fig 5

 

other:

 

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