matlab偏最小二乘法代码-pls:PLS回归算法
matlab
偏最小二乘法代码偏最小二乘法
(PLS)、基于核的潜在结构正交投影
(K-OPLS)
和基于
NIPALS
的
OPLS
基于Yi
Cao实现的PLS回归算法：
基于
的
K-OPLS
回归算法。
基于
R
包的
OPLS
实现，使用
NIPALS
分解循环。
安装
$
npm
i
ml-pls
用法
import
PLS
from
'ml-pls'
;
var
X
=
[
[
0.1
,
0.02
]
,
[
0.25
,
1.01
]
,
[
0.95
,
0.01
]
,
[
1.01
,
0.96
]
,
]
;
var
Y
=
[
[
1
,
0
]
,
[
1
,
0
]
,
[
1
,
0
]
,
[
0
,
1
]
,
]
;
var
options
=
{
latentVectors
:
10
,
tolerance
:
1e-4
,
}
;
var
pls
=
new
PLS
(
options
)
;
pls
.
train
(
X
,
Y
)
;
//
assuming
that
you
created
Xtrain,
Xtest,
Ytrain,
文件下载
资源详情
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