How to interpret Results
Can someone please explain how to interpret results of the model
After testing the model I assume Label 0 corresponds to sentences discussing Transition Risks, Label 2 to Physical Risks, and Label 1 to sentences that do not mention any of these risks.
I would be grateful if the documents detailing the interpretation of labels could be provided.
Below are some examples of how the model classified some sentences of a sustainability report analyzed:
LABEL_2- SCORE 0.99805 - "Climate change accelerates existing risks in the Iberdrola group risks catalog (see
General policy of risk control and management and that are therefore monitored, and that can
group in: Physical, derived from possible material impacts on the facilities and the chain of
supply, as a result of the effects of the future evolution of climatic variables
(Increase in temperatures, sea level rise, variation of the rainfall regime,
Increased extreme meteorological phenomena in frequency and intensity, etc.)."
LABEL_0-SCORE 0.999729 - "But reaching climate neutrality will also decarbonize the most energy uses
difficult to electrify.Therefore, in the past year we have continued to develop more than 50
industrial green hydrogen projects in Spain, Brazil, the United Kingdom or Australia, and we have
led initiatives such as the Q-Cero alliance for the decarbonization of industrial processes, to the
that have already adhered to about 80 companies in sectors such as chemical, heavy transport or
feeding."