diff --git "a/watch_arff/accel/data_1642_accel_watch.arff" "b/watch_arff/accel/data_1642_accel_watch.arff"
new file mode 100644--- /dev/null
+++ "b/watch_arff/accel/data_1642_accel_watch.arff"
@@ -0,0 +1,397 @@
+@relation person_activities_labeled
+
+@attribute "ACTIVITY" { A, B, D, E, G, H, I, J, K, L, M, O, P, Q, R, S }
+@attribute "X0" numeric
+@attribute "X1" numeric
+@attribute "X2" numeric
+@attribute "X3" numeric
+@attribute "X4" numeric
+@attribute "X5" numeric
+@attribute "X6" numeric
+@attribute "X7" numeric
+@attribute "X8" numeric
+@attribute "X9" numeric
+@attribute "Y0" numeric
+@attribute "Y1" numeric
+@attribute "Y2" numeric
+@attribute "Y3" numeric
+@attribute "Y4" numeric
+@attribute "Y5" numeric
+@attribute "Y6" numeric
+@attribute "Y7" numeric
+@attribute "Y8" numeric
+@attribute "Y9" numeric
+@attribute "Z0" numeric
+@attribute "Z1" numeric
+@attribute "Z2" numeric
+@attribute "Z3" numeric
+@attribute "Z4" numeric
+@attribute "Z5" numeric
+@attribute "Z6" numeric
+@attribute "Z7" numeric
+@attribute "Z8" numeric
+@attribute "Z9" numeric
+@attribute "XAVG" numeric
+@attribute "YAVG" numeric
+@attribute "ZAVG" numeric
+@attribute "XPEAK" numeric
+@attribute "YPEAK" numeric
+@attribute "ZPEAK" numeric
+@attribute "XABSOLDEV" numeric
+@attribute "YABSOLDEV" numeric
+@attribute "ZABSOLDEV" numeric
+@attribute "XSTANDDEV" numeric
+@attribute "YSTANDDEV" numeric
+@attribute "ZSTANDDEV" numeric
+@attribute "XVAR" numeric
+@attribute "YVAR" numeric
+@attribute "ZVAR" numeric
+@attribute "XMFCC0" numeric
+@attribute "XMFCC1" numeric
+@attribute "XMFCC2" numeric
+@attribute "XMFCC3" numeric
+@attribute "XMFCC4" numeric
+@attribute "XMFCC5" numeric
+@attribute "XMFCC6" numeric
+@attribute "XMFCC7" numeric
+@attribute "XMFCC8" numeric
+@attribute "XMFCC9" numeric
+@attribute "XMFCC10" numeric
+@attribute "XMFCC11" numeric
+@attribute "XMFCC12" numeric
+@attribute "YMFCC0" numeric
+@attribute "YMFCC1" numeric
+@attribute "YMFCC2" numeric
+@attribute "YMFCC3" numeric
+@attribute "YMFCC4" numeric
+@attribute "YMFCC5" numeric
+@attribute "YMFCC6" numeric
+@attribute "YMFCC7" numeric
+@attribute "YMFCC8" numeric
+@attribute "YMFCC9" numeric
+@attribute "YMFCC10" numeric
+@attribute "YMFCC11" numeric
+@attribute "YMFCC12" numeric
+@attribute "ZMFCC0" numeric
+@attribute "ZMFCC1" numeric
+@attribute "ZMFCC2" numeric
+@attribute "ZMFCC3" numeric
+@attribute "ZMFCC4" numeric
+@attribute "ZMFCC5" numeric
+@attribute "ZMFCC6" numeric
+@attribute "ZMFCC7" numeric
+@attribute "ZMFCC8" numeric
+@attribute "ZMFCC9" numeric
+@attribute "ZMFCC10" numeric
+@attribute "ZMFCC11" numeric
+@attribute "ZMFCC12" numeric
+@attribute "XYCOS" numeric
+@attribute "XZCOS" numeric
+@attribute "YZCOS" numeric
+@attribute "XYCOR" numeric
+@attribute "XZCOR" numeric
+@attribute "YZCOR" numeric
+@attribute "RESULTANT" numeric
+@attribute "class" { 1642 }
+
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