An extended note on the multibin logarithmic score used in the FluSight competitions

10/01/2019
by   Johannes Bracher, et al.
0

In recent years the Centers for Disease Control and Prevention (CDC) have organized FluSight influenza forecasting competitions. To evaluate the participants' forecasts a multibin logarithmic score has been created, which is a non-standard variant of the established logarithmic score. Unlike the original log score, the multibin version is not proper and may thus encourage dishonest forecasting. We explore the practical consequences this may have, using forecasts from the 2016/17 FluSight competition for illustration.

READ FULL TEXT
research
05/26/2020

Evaluating epidemic forecasts in an interval format

For practical reasons, many forecasts of case, hospitalization and death...
research
08/29/2020

Wisdom of the crowds forecasting the 2018 FIFA Men's World Cup

The FIFA Men's World Cup Tournament (WCT) is the most important football...
research
05/25/2021

Ranking earthquake forecasts using proper scoring rules: Binary events in a low probability environment

Operational earthquake forecasting for risk management and communication...
research
06/19/2020

Proper scoring rules for evaluating asymmetry in density forecasting

This paper proposes a novel asymmetric continuous probabilistic score (A...
research
09/30/2019

Multiscale Influenza Forecasting

Influenza forecasting in the United States (US) is complex and challengi...
research
04/14/2022

Joint Forecasting of Panoptic Segmentations with Difference Attention

Forecasting of a representation is important for safe and effective auto...
research
05/10/2019

A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks

In this paper, we apply a new promising tool for pattern classification,...

Please sign up or login with your details

Forgot password? Click here to reset