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"How to convert confidence attribute to probabilty?"

Hi,

I wondering how can I get probabilty of having Yes or No instead of confidence attribute in classification models. In other words, I need to get the probability of each instance (example) becoming Yes or No. I have tried "Generate Attribute" but I couln't get it.

Thanks,

Komeil

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MartinLiebig

Hi,

the confidence can be interpreted as a propability. It's a value between 0-1 which sums up to one for all classes. So what do you want to have otherwise?

~Martin

komeil_shaeri

Do all the instances have the same probability of 0% and 100%? Of course not. Some of them are marginally classified into a group but the others are becoming part other groups with very high probabilities. There should be way to find the exact probabilities for each instance ...

Thanks,

MartinLiebig

Sorry, but i do not get your point.

They get confidence according to the properties. The confidence is as exact as a double can be. Do you confuse prediction and confidence?

~Martin

komeil_shaeri

The problem is solved. It was interesting because in one data set, confidence attributes are just 1.00 and 0.00 but in another data set there are lots of variations in the numbers (e.g. 0.755 and 0.245).

Thanks,