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機械学習とパターン認識 下
5560 太田真人
目次
• . 1
• 3
• 27
•
•
: V
S
M
( Sparse Bayesian Learning )
7.2.1 RVM
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<latexit sha1_base64="d455UAZOLNVGCXlk8mjTOmFr690=">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</latexit>
M
RVM
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N + 1
: .
: )(
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<latexit sha1_base64="c2CaEzBRwOiB3ZABEoJ6pB3dTr0=">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</latexit>
: <latexit sha1_base64="oW0hpAFv2S5x+aELIexSQU5757c=">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</latexit>
, . ,
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4.( )
9
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: 3
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S R
7.2.2
概要
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C
C
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5 3 3 1 1
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3 <latexit sha1_base64="oW0hpAFv2S5x+aELIexSQU5757c=">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</latexit>
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..1 25
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( ) (
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.
:
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7.2.3 RVM
RVM
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2
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6 3 5 2
4 1 6
6
0 . 1,
4
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6 3 5 2
4 1 6
6
0 . 1,
4
)
. 4 1
(
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RVM
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. .
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3
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3 4
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