Change Parameters in Auto Model

PyNoob

I am unable to change parameters i.e. the parameters except Score dont change the "Most Likely". How can I do it?

varunm1

Hello @PyNoob

What does Event time: Half Year = 2 or Event Time:half year = 1 mean? How & Why does it change my output?

I see you have a date column "Event Time". When you run Auto model, you selected an option "Extract date information" as highlighted in the below image. This will extract multiple date features based on that column.  The " Event time: Half Year = 2" is a column that specifies if the date comes in the second half of the year. If it comes in the second half (August 3rd) then the value is 1 in that column else (January) it is zero. So, there are two columns for Event time: Half-year (1 for the first half and 2 for the second half). Similarly 4 Quarters. So when you change the values, the model estimation changes.

varunm1

Hello @PyNoob

I changed the first option Event Time:half-year = 2 and the "Most likely" part is changing.

PyNoob

Hi @varunm1 the partameters are essentially the time a team competes (Date of event), the teams playing (Home team & Away Team) The competition of the event and the score (Home Score, Away Score & Score) The classification is what I am trying to predict given a particular team in a particular event and wether its playing home or away.
Thank you for your clarity. Yes, the vlaues change however, what does every parameter mean? What does Event time: Half Year = 2 or Event Time:half year = 1 mean? How & Why does it change my output?