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436b6acc
编写于
9月 20, 2017
作者:
T
typhoonzero
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paddle/operators/auc_op.cc
paddle/operators/auc_op.cc
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paddle/operators/auc_op.cc
浏览文件 @
436b6acc
...
...
@@ -42,17 +42,17 @@ class AucOpMaker : public framework::OpProtoAndCheckerMaker {
AucOpMaker
(
framework
::
OpProto
*
proto
,
framework
::
OpAttrChecker
*
op_checker
)
:
OpProtoAndCheckerMaker
(
proto
,
op_checker
)
{
AddInput
(
"Inference"
,
"A floating point
`Tensor`
of arbitrary shape and whose values"
"are in the range
`[0, 1]`
."
);
"A floating point
tensor
of arbitrary shape and whose values"
"are in the range
[0, 1]
."
);
AddInput
(
"Label"
,
"A
`Tensor`
whose shape matches "
"
`Inference`. Will be cast to `bool`
."
);
"A
tensor
whose shape matches "
"
Inference. Will be cast to bool
."
);
// TODO(typhoonzero): support weight input
AddOutput
(
"AUC"
,
"A scalar
`Tensor`
representing the "
"A scalar representing the "
"current area-under-curve."
);
AddAttr
<
std
::
string
>
(
"curve"
,
"
Possible curves are ROC and PR
"
)
AddAttr
<
std
::
string
>
(
"curve"
,
"
Curve type, can be 'ROC' or 'PR'.
"
)
.
SetDefault
(
"ROC"
);
AddAttr
<
int
>
(
"num_thresholds"
,
"The number of thresholds to use when discretizing the"
...
...
@@ -62,7 +62,8 @@ class AucOpMaker : public framework::OpProtoAndCheckerMaker {
AddComment
(
R"DOC(Computes the AUC according forward output and label.
Best to use for binary classification evaluations.
If `label` can be values other than 0 and 1, it will be cast
If input label contains values other than 0 and 1, it will be cast
to bool.
You can find the definations here:
...
...
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