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Average Resultant Acceleration[1]:
For each of the sensor samples in the window, take the square root of the sum
of the square of the x, y, z axis values, and then average them. Labeled as
RESULTANT.
class: Subject-id (this name is misleading since for activity recognition the class is
the activity in the first position).
walking = A
jogging = B
stairs = C
sitting = D
standing = E
typing = F
teeth = G
soup = H
chips = I
pasta = J
drinking = K
sandwich = L
kicking = M
catch = O
dribbling = P
writing = Q
clapping = R
folding = S
1600,A,252207666810782,-0.36476135,8.793503,1.0550842;
1600,A,252207717164786,-0.8797302,9.768784,1.0169983;
1600,A,252207767518790,2.0014954,11.10907,2.619156;
1600,A,252207817872794,0.45062256,12.651642,0.18455505;
1600,A,252207868226798,-2.1643524,13.928436,-4.4224854;
1600,A,252207918580802,-4.332779,13.361191,-0.7188721;
1600,A,252207968934806,-0.31944275,13.318359,-0.23202515;
1600,A,252208019288809,1.566452,9.515274,-0.01777649;
1600,A,252208069642813,-0.32374573,5.262665,0.32234192;
1600,A,252208119996817,-1.811676,3.7105103,1.3739319;
1600,A,252208170350821,-1.1340485,4.538269,2.2975464;
1600,A,252208220704825,0.09291077,6.7061005,1.8996277;
1600,A,252208271058829,-1.0363159,15.611984,2.6415253;
1600,A,252208321412833,0.7523041,9.682709,3.0008698;
1600,A,252208371766837,-0.49697876,18.676529,0.9373779;
1600,A,252208422120841,-2.359375,10.250824,-1.7508545;
1600,A,252208472474845,0.5801697,7.5878143,0.44392395;
1600,A,252208522828849,-2.8121796,9.1380005,-0.45043945;
1600,A,252208573182852,-1.8853912,8.08699,0.8474426;
1600,A,252208623536856,0.88934326,4.5319824,-0.22895813;
1600,A,252208673890860,0.0048217773,7.2174377,0.3471222;
1600,A,252208724244864,-0.40156555,8.818573,0.5805359;
1600,A,252208774598868,-1.3717194,11.805405,2.5853271;
1600,A,252208824952872,3.6513977,10.278336,3.7453308;
1600,A,252208875306876,1.6511078,13.003159,-2.6304626;
1600,A,252208925660880,-6.492264,15.142807,-4.1967316;
1600,A,252208976014884,-2.3653412,14.497086,-0.5090637;
1600,A,252209026368888,0.5682068,10.774796,-1.6243744;
1600,A,252209076722892,0.1408844,6.327484,-0.5890198;
1600,A,252209127076895,-2.2570343,2.6841736,-0.44177246;
1600,A,252209177430899,-2.5901947,3.7238007,1.4221497;
1600,A,252209227784903,-0.14053345,5.54245,2.450531;
1600,A,252209278138907,-0.093048096,11.105392,1.9259796;
1600,A,252209328492911,-3.0816803,17.96025,6.4721985;
1600,A,252209378846915,0.50057983,16.245224,-1.8384705;
1600,A,252209429200919,-1.6666412,7.324051,1.2213898;
1600,A,252209479554923,0.85995483,8.953232,2.8749847;
1600,A,252209529908927,-2.504074,8.181229,-0.8282013;
1600,A,252209580262931,-3.458725,7.9203186,-0.53718567;
1600,A,252209630616934,-0.3136902,5.471634,-0.12658691;
1600,A,252209680970938,0.79541016,5.9292755,-0.13972473;
1600,A,252209731324942,-0.29496765,8.266602,0.50408936;
1600,A,252209781678946,-1.1681519,11.531845,2.7651062;
1600,A,252209832032950,3.0590363,11.120392,2.9900513;
1600,A,252209882386954,-0.85884094,13.88443,-2.6391144;
1600,A,252209932740958,-5.2745667,15.338074,-4.0735626;
1600,A,252209983094962,-2.3806763,14.130188,-0.27114868;
1600,A,252210033448966,1.5170441,9.865021,-0.58065796;
1600,A,252210083802970,0.13645935,4.564209,-0.13917542;
1600,A,252210134156974,-2.172699,3.204422,0.057388306;
1600,A,252210184510977,-1.8132629,4.813339,2.3857117;
1600,A,252210234864981,0.51412964,7.8227844,2.8281097;
1600,A,252210285218985,-1.78656,13.410919,3.566269;
1600,A,252210335572989,-3.6832428,18.107956,3.3124084;
1600,A,252210385926993,0.3745575,14.882523,-3.208435;
1600,A,252210436280997,-0.05987549,8.4926605,-1.2915192;
1600,A,252210486635001,-0.94311523,9.317978,0.45887756;
1600,A,252210536989005,-2.986435,7.9619904,0.16313171;
1600,A,252210587343009,-1.5778961,6.1477356,0.41433716;
1600,A,252210637697013,-0.019592285,5.26503,-0.35966492;
1600,A,252210688051017,-0.019897461,7.798828,-0.095199585;
1600,A,252210738405020,0.058135986,10.209793,1.8944855;
1600,A,252210788759024,0.8058319,10.359772,3.8279877;
1600,A,252210839113028,0.3924408,12.281372,-0.30545044;
1600,A,252210889467032,-3.9925232,14.625122,-4.93573;
1600,A,252210939821036,-4.0758667,14.620773,-2.5863495;
1600,A,252210990175040,-0.34283447,12.458115,-0.50730896;
1600,A,252211040529044,0.7679138,7.3632965,-0.3050232;
1600,A,252211090883048,-0.46720886,2.8192444,-0.74923706;
1600,A,252211141237052,-2.23732,2.7022247,0.15597534;
1600,A,252211191591056,-1.9308167,6.462158,2.4403076;
1600,A,252211241945059,-0.45767212,12.173721,2.2596283;
1600,A,252211292299063,-0.8964386,10.782166,3.548706;
1600,A,252211342653067,-4.38501,15.069595,1.6982269;