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Statistical techniques used for predicting outcomes.

5 votes
1 answer
4k views

Predictive analysis of rare events

I'm trying to predict rare events, meaning less than 1% of positive cases. I basically try to predict if a subject will have 0, 1, 2 ... , 6, > 6 failures (there are cases in all those categories). I …
Michael Hooreman's user avatar
3 votes
2 answers
966 views

Events prediction with time series of continuous variables as features

We have the feeling that behavior of a device in terms of continuous variables (fans speeds, temperatures, voltages, ...) has influence on rare events happening (components failures). I now have to b …
Michael Hooreman's user avatar
2 votes
1 answer
117 views

Regression problem - too complex for gradient descent

I try to predict temperatures values as function of time and different parameters. The temperature curve look like a "ramp" with some "gauss peaks" on regular intervals. So, I try to build a regressi …
Michael Hooreman's user avatar