jancervenka / turbofan_failure Goto Github PK
View Code? Open in Web Editor NEWAircraft engine failure prediction model
Aircraft engine failure prediction model
Hi,
I was very surprised of the results you claimed in your Readme. A 3.54 MSE would be amazing in this field. Sadly, you made a mistake when implementing the MSE. You added a np,sqrt where it should not be.
You wrote:
def MSE(RUL_real, RUL_pred):
d = RUL_pred - RUL_real
return np.sqrt(np.sum(np.square(d))) / len(d)
However, it should be:
def MSE(RUL_real, RUL_pred):
d = RUL_pred - RUL_real
return np.sum(np.square(d)) / len(d)
Even with worse results, this is still interesting work
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