Skip to main content

Questions tagged [conformalprediction]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
0 votes
0 answers
10 views

Some questions about Ensemble batch prediction intervals (EnbPI) algorithm

On line 18, should j not start with t-s+1 and end with t? On line 19 why is the same x_t considered in the loop?
user1156715's user avatar
1 vote
1 answer
74 views

Time series prediction on test set produces multiple cycles instead of following trend

I have a non-stationary time series where I am trying to build a model for forecasting. So far on test set it produces multiple cycles no matter which technique I use. There's just one feature ...
Thermal_insulator's user avatar
2 votes
2 answers
172 views

Using conformal predictors to estimate uncertainty?

I read this interesting book on conformal predictors: https://arxiv.org/abs/2107.07511. Conformal predictors are a way to choose a set that's guaranteed to include the true labels with some pre-chosen ...
user151434's user avatar
1 vote
2 answers
1k views

What is the difference between conformal prediction and uncertainty estimation

Recently I am seeing the topic of Conformal Prediction to be very trendy on social media and research. Awesome Conformal Prediction But what is the main difference between conformal prediction and ...
Carlos Mougan's user avatar