print(
" ======================================== CALCULATING SVMS ======================================== "
)
LA.accelerometer.calculate_svms()
LW.accelerometer.calculate_svms()
RA.accelerometer.calculate_svms()
RW.accelerometer.calculate_svms()
t3 = datetime.datetime.now()
print("Finished Calculating SVMs, Took {} Seconds".format((t3 - t2).seconds))
# Checking for NonWear
print(
" ======================================== LEFT WRIST NONWEAR ========================================"
)
LW.NonWear()
LW.Check_Temperature()
t4 = datetime.datetime.now()
print("Finished Left Wrist Nonwear, Took {} Seconds".format((t4 - t3).seconds))
print(
" ======================================== RIGHT WRIST NONWEAR ========================================"
)
RW.NonWear()
RW.Check_Temperature()
t5 = datetime.datetime.now()
print("Finished Right Wrist Nonwear, Took {} Seconds".format(
(t5 - t4).seconds))
print(
" ======================================== LEFT ANKLE NONWEAR ========================================"
)
ACTUAL_NON_WEAR_ENDS = [datetime.datetime(year=2019, month=11, day=18, hour=11, minute=54, second=59),
datetime.datetime(year=2019, month=11, day=18, hour=16, minute=50, second=33),
datetime.datetime(year=2019, month=11, day=18, hour=20, minute=5, second=21),
datetime.datetime(year=2019, month=11, day=19, hour=7, minute=18, second=53),
datetime.datetime(year=2019, month=11, day=19, hour=12, minute=41, second=36),
datetime.datetime(year=2019, month=11, day=19, hour=15, minute=34, second=13),
datetime.datetime(year=2019, month=11, day=19, hour=23, minute=2, second=2)]
# ======================================== COMPARISON OF VAN HEES AND DING ALGORITHMS
S.accelerometer.calculate_svms()
# Using VanHees
S.VanHeesNonWear()
S.Check_Temperature()
VanHeesStarts_NT = S.start_indices
VanHeesEnds_NT = S.end_indices
VanHeesStarts_T = S.non_wear_starts
VanheesEnds_T = S.non_wear_ends
# Using Ding
S.NonWear()
S.Check_Temperature()
DingStarts_NT = S.start_indices
DingEnds_NT = S.end_indices
DingStarts_T = S.non_wear_starts
DingEnds_T = S.non_wear_ends
# ======================================== GRAPHICAL OUTPUT ========================================
