How to do prediction in a binary classification with logistic regression when we care much more about type I...
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How to do prediction in a binary classification with logistic regression when we care much more about type I error than type II error?
Which criteria should I use to select the threshold value and how should I show different altitude to type I error and type II error?
logistic-regression
asked Dec 25 '18 at 7:50
XWeiXWei
246
$endgroup$
add a comment |
$begingroup$
How to do prediction in a binary classification with logistic regression when we care much more about type I error than type II error?
Which criteria should I use to select the threshold value and how should I show different altitude to type I error and type II error?
logistic-regression
asked Dec 25 '18 at 7:50
XWeiXWei
246
$endgroup$
$begingroup$
If you could quantify the penalty you would pay for a type I error and the penalty you would pay for a type II error, can you select the threshold to minimize the expected penalty?
$endgroup$
– littleO
Dec 25 '18 at 8:07
add a comment |
$begingroup$
How to do prediction in a binary classification with logistic regression when we care much more about type I error than type II error?
Which criteria should I use to select the threshold value and how should I show different altitude to type I error and type II error?
logistic-regression
asked Dec 25 '18 at 7:50
XWeiXWei
246
$endgroup$
How to do prediction in a binary classification with logistic regression when we care much more about type I error than type II error?
Which criteria should I use to select the threshold value and how should I show different altitude to type I error and type II error?
logistic-regression
logistic-regression
asked Dec 25 '18 at 7:50
XWeiXWei
246
asked Dec 25 '18 at 7:50
XWeiXWei
246
asked Dec 25 '18 at 7:50
XWeiXWei
246
asked Dec 25 '18 at 7:50
XWeiXWei
246
asked Dec 25 '18 at 7:50
XWeiXWei
246
246
$begingroup$
If you could quantify the penalty you would pay for a type I error and the penalty you would pay for a type II error, can you select the threshold to minimize the expected penalty?
$endgroup$
– littleO
Dec 25 '18 at 8:07
add a comment |
$begingroup$
If you could quantify the penalty you would pay for a type I error and the penalty you would pay for a type II error, can you select the threshold to minimize the expected penalty?
$endgroup$
– littleO
Dec 25 '18 at 8:07
$begingroup$
If you could quantify the penalty you would pay for a type I error and the penalty you would pay for a type II error, can you select the threshold to minimize the expected penalty?
$endgroup$
– littleO
Dec 25 '18 at 8:07
$begingroup$
If you could quantify the penalty you would pay for a type I error and the penalty you would pay for a type II error, can you select the threshold to minimize the expected penalty?
$endgroup$
– littleO
Dec 25 '18 at 8:07
add a comment |
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If you could quantify the penalty you would pay for a type I error and the penalty you would pay for a type II error, can you select the threshold to minimize the expected penalty?
$endgroup$
– littleO
Dec 25 '18 at 8:07