*******************
Elapsed time: 4.78 sec
*******
Minimal 5-CV error is at ax=2 ay=2 a=2 
*******
Minimum MSE is 32.58322 
*******************
nx ny  n 
 2  2  2 
[1] "cross done!"
[1] "fit done!"

 *** Output redirected to directory:  /var/www/cloud_workdir/pipelines/976/trancriptomics_and_metabolomics_kD8XhvoWpxhRCcn2ekesMu/one_stepNeA8VjPhyuR6BUFqNJdTMk_result/Report/customer_files/08_O2PLS分析
 *** Use HTMLStop() to end redirection.[1] "O2PLS分析可以分为以下三个步骤：\t1 交叉验证\t2 拟合模型\t3 对模型结果进行可视化"
*******************
Elapsed time: 4.78 sec
*******
Minimal 5-CV error is at ax=2 ay=2 a=2 
*******
Minimum MSE is 32.58322 
*******************

*** Summary of the O2PLS fit *** 

-  Call: o2m(X = traScaled, Y = metScaled, n = triple["n"], nx = triple["nx"],      ny = triple["ny"]) 

-  Modeled variation
-- Total variation:
in X: 234864.8 
in Y: 57584.71 

-- Joint, Orthogonal and Noise as proportions:

           data X data Y
Joint       0.365  0.396
Orthogonal  0.409  0.531
Noise       0.225  0.073

-- Predictable variation in Y-joint part by X-joint part:
Variation in T*B_T relative to U: 0.59 
-- Predictable variation in X-joint part by Y-joint part:
Variation in U*B_U relative to T: 0.682 

-- Variances per component:

          Comp 1   Comp 2
X joint 46894.24 38906.41
Y joint 15298.96  7480.73

         Comp 1   Comp 2
X Orth 46725.18 49390.84

         Comp 1   Comp 2
Y Orth 9777.589 20680.72


-  Coefficient in 'U = T B_T + H_U' model:
-- Diagonal elements of B_T =
 0.417 0.418 

