6/30 Real data report: 使用 \(mgcv\) package

比較: 使用 \(mgcv\) package

Mean Square Error (MSE): 21.6890 開根號後為 4.6571 天

• 性別: \(\bigcirc\)
• 年齡: \(linear\)
• 體重: \(\times\)
• aminoglycosides: \(nonlinear\)
• carbapenems: \(nonlinear\)
• cephalosporins: \(nonlinear\)
• fluoroquinolones: \(nonlinear\)
• glycopeptide: \(nonlinear\)
• others: \(nonlinear\)
• penicillins: \(nonlinear\)

[[1]]
(Intercept) 
   12.11621 

[[2]]
factor(group1)女 
      -0.3903009 

[[3]]
s(group2).1 s(group2).2 
-2.07916268  0.02704832 

[[4]]
s(group3).1 s(group3).2 
          0           0 

[[5]]
te(group4_x,group4_z).1 te(group4_x,group4_z).2 te(group4_x,group4_z).3 
              0.4609739               2.4321537               1.1119765 
te(group4_x,group4_z).4 te(group4_x,group4_z).5 te(group4_x,group4_z).6 
              1.4240402               2.6955078               3.3810216 
te(group4_x,group4_z).7 te(group4_x,group4_z).8 
              3.3497460               3.2222077 

[[6]]
te(group5_x,group5_z).1 te(group5_x,group5_z).2 te(group5_x,group5_z).3 
             -0.1748262               1.1003314               8.9099166 
te(group5_x,group5_z).4 te(group5_x,group5_z).5 te(group5_x,group5_z).6 
              6.5951832               8.3845330              18.4540011 
te(group5_x,group5_z).7 te(group5_x,group5_z).8 
             18.2162176              18.4165515 

[[7]]
te(group6_x,group6_z).1 te(group6_x,group6_z).2 te(group6_x,group6_z).3 
              -5.270130               -5.648669                7.631644 
te(group6_x,group6_z).4 te(group6_x,group6_z).5 te(group6_x,group6_z).6 
               6.904140                7.187161               22.372464 
te(group6_x,group6_z).7 te(group6_x,group6_z).8 
              14.196661               19.751412 

[[8]]
te(group7_x,group7_z).1 te(group7_x,group7_z).2 te(group7_x,group7_z).3 
              0.4135504               0.3864356               1.3073793 
te(group7_x,group7_z).4 te(group7_x,group7_z).5 te(group7_x,group7_z).6 
              3.2340931               0.8132771               2.1851689 
te(group7_x,group7_z).7 te(group7_x,group7_z).8 
              2.2423621               1.0182745 

[[9]]
te(group8_x,group8_z).1 te(group8_x,group8_z).2 te(group8_x,group8_z).3 
                  0.059                   0.508                   3.843 
te(group8_x,group8_z).4 te(group8_x,group8_z).5 te(group8_x,group8_z).6 
                  3.542                   2.715                   9.545 
te(group8_x,group8_z).7 te(group8_x,group8_z).8 
                  8.570                   5.904 

[[10]]
te(group9_x,group9_z).1 te(group9_x,group9_z).2 te(group9_x,group9_z).3 
                 -0.998                   0.165                  -2.706 
te(group9_x,group9_z).4 te(group9_x,group9_z).5 te(group9_x,group9_z).6 
                  1.328                  -0.244                   1.169 
te(group9_x,group9_z).7 te(group9_x,group9_z).8 
                 -0.639                   0.109 

[[11]]
te(group10_x,group10_z).1 te(group10_x,group10_z).2 te(group10_x,group10_z).3 
                    -5.49                     -6.61                      3.35 
te(group10_x,group10_z).4 te(group10_x,group10_z).5 te(group10_x,group10_z).6 
                     7.11                      3.16                      9.62 
te(group10_x,group10_z).7 te(group10_x,group10_z).8 
                    20.30                     14.34 

Warning message:
In strsplit(code, "\n", fixed = TRUE) :
  input string 1 is invalid in this locale