Download Automatic supervised classifier setup tool for semiconductor defects

Transcript
U.S. Patent
Apr. 15, 2008
US 7,359,544 B2
Sheet 7 0f 11
Classifier
Creation
122
/
601
0 manual codes
exist?
Supervised mode’?
Use existing
Issue warning that
manual classes
and training set will
be lost
Execute Manual
Classification Process
(102 of Fig. 1)
616
‘
N613
Create training set for
Automatically
classi?er based on
group defects into
implementing max/
groups and assign
min procedure on
classi?ed defects
unique class code
Determine and
present information
regarding accuracy
and purity of 3
608
‘
Determine and
present information
614
regarding accuracy ~/\/
and purity of existing
classifiers
classi?cation
r
609
User selects one of 3
classi?ers
FIG. 6
each group a