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Update sustain.py #2

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6 changes: 3 additions & 3 deletions sustain.py
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Original file line number Diff line number Diff line change
Expand Up @@ -376,9 +376,9 @@ def shepard_six(data, env):

# this is clunky but it's just to organize the data to compute RMSError
# output total RMS Error (have to average back the data to avg. error every two blocks)
hd = resize(humandata,(1,len(humandata)*len(humandata[0])))[[0]]
hd = resize(humandata,(1,len(humandata)*len(humandata[0])))[0]
avgbacklc = map(lambda x: map(mean,resize(x,(len(x)/2,2))),lc)
md = resize(avgbacklc,(1,len(avgbacklc)*len(avgbacklc[0])))[[0]]
md = resize(avgbacklc,(1,len(avgbacklc)*len(avgbacklc[0])))[0]
md = map(lambda x: x/(len(trainingitems)*ntimes), md)
print "Total RMSError = ", sqrt(sum(map(lambda x,y: pow(x-y,2.0),md,hd))/(len(md)-1))

Expand All @@ -404,4 +404,4 @@ def main():
###########################################################

if __name__ == '__main__':
main()
main()