# Segmentation

## Three clusters, one predictive law

### MOB

##
## Attaching package: 'partykit'
## The following object is masked from 'package:glmtree':
##
##     glmtree

## [1] 0.6817889

### glmtree approach

## The bic criterion for iteration 1 is 0
## The bic criterion for iteration 2 is -210.409350545509
## The bic criterion for iteration 3 is -210.409350545509
## The bic criterion for iteration 4 is -210.409350545509
## The bic criterion for iteration 5 is -210.409350545509
## The bic criterion for iteration 6 is -210.409350545509
## The bic criterion for iteration 7 is -210.409350545509
## The bic criterion for iteration 8 is -210.409350545509
## The bic criterion for iteration 9 is -210.409350545509
## The bic criterion for iteration 10 is -210.409350545509
## The bic criterion for iteration 11 is -210.409350545509
## The bic criterion for iteration 12 is -224.717633083336
## The bic criterion for iteration 13 is -224.717633083336
## The bic criterion for iteration 14 is -224.717633083336
## The bic criterion for iteration 15 is -224.924820898139
## The bic criterion for iteration 16 is -224.924820898139
## The bic criterion for iteration 17 is -224.924820898139
## The bic criterion for iteration 18 is -224.924820898139
## The bic criterion for iteration 19 is -224.924820898139
## The bic criterion for iteration 20 is -224.924820898139
## The bic criterion for iteration 21 is -224.924820898139
## The bic criterion for iteration 22 is -224.924820898139
## The bic criterion for iteration 23 is -224.924820898139
## The bic criterion for iteration 24 is -210.409350545509
## The bic criterion for iteration 25 is -210.409350545509
## The bic criterion for iteration 26 is -224.924820898139
## The bic criterion for iteration 27 is -210.409350545509
## The bic criterion for iteration 28 is -224.924820898139
## The bic criterion for iteration 29 is -210.409350545509
## The bic criterion for iteration 30 is -224.924820898139
## The bic criterion for iteration 31 is -210.409350545509
## The bic criterion for iteration 32 is -210.409350545509
## The bic criterion for iteration 33 is -210.409350545509
## The bic criterion for iteration 34 is -210.409350545509
## The bic criterion for iteration 35 is -224.924820898139
## The bic criterion for iteration 36 is -224.924820898139
## The bic criterion for iteration 37 is -224.924820898139
## The bic criterion for iteration 38 is -224.924820898139
## The bic criterion for iteration 39 is -224.924820898139
## The bic criterion for iteration 40 is -224.924820898139
## The bic criterion for iteration 41 is -224.924820898139
## The bic criterion for iteration 42 is -224.924820898139
## The bic criterion for iteration 43 is -224.924820898139
## The bic criterion for iteration 44 is -224.924820898139
## The bic criterion for iteration 45 is -224.924820898139
## The bic criterion for iteration 46 is -224.924820898139
## The bic criterion for iteration 47 is -224.924820898139
## The bic criterion for iteration 48 is -224.924820898139
## The bic criterion for iteration 49 is -224.924820898139
## The bic criterion for iteration 50 is -224.924820898139
## The bic criterion for iteration 51 is -224.924820898139
## The bic criterion for iteration 52 is -224.924820898139
## The bic criterion for iteration 53 is -224.924820898139
## The bic criterion for iteration 54 is -224.924820898139
## The bic criterion for iteration 55 is -224.924820898139
## The bic criterion for iteration 56 is -224.924820898139
## The bic criterion for iteration 57 is -224.924820898139
## The bic criterion for iteration 58 is -224.924820898139
## The bic criterion for iteration 59 is -224.924820898139
## The bic criterion for iteration 60 is -224.924820898139
## The bic criterion for iteration 61 is -224.924820898139
## The bic criterion for iteration 62 is -224.924820898139
## The bic criterion for iteration 63 is -224.924820898139
## The bic criterion for iteration 64 is -224.924820898139
## The bic criterion for iteration 65 is -224.924820898139
## The bic criterion for iteration 66 is -224.924820898139
## The bic criterion for iteration 67 is -224.924820898139
## The bic criterion for iteration 68 is -224.924820898139
## The bic criterion for iteration 69 is -224.924820898139
## The bic criterion for iteration 70 is -224.924820898139
## The bic criterion for iteration 71 is -224.924820898139
## The bic criterion for iteration 72 is -224.924820898139
## The bic criterion for iteration 73 is -224.924820898139
## The bic criterion for iteration 74 is -224.924820898139
## The bic criterion for iteration 75 is -224.924820898139
## The bic criterion for iteration 76 is -224.924820898139
## The bic criterion for iteration 77 is -224.924820898139
## The bic criterion for iteration 78 is -224.924820898139
## The bic criterion for iteration 79 is -224.924820898139
## The bic criterion for iteration 80 is -224.924820898139
## The bic criterion for iteration 81 is -224.924820898139
## The bic criterion for iteration 82 is -224.924820898139
## The bic criterion for iteration 83 is -224.924820898139
## The bic criterion for iteration 84 is -224.924820898139
## The bic criterion for iteration 85 is -224.924820898139
## The bic criterion for iteration 86 is -224.924820898139
## The bic criterion for iteration 87 is -224.924820898139
## The bic criterion for iteration 88 is -224.924820898139
## The bic criterion for iteration 89 is -224.924820898139
## The bic criterion for iteration 90 is -224.924820898139
## The bic criterion for iteration 91 is -224.924820898139
## The bic criterion for iteration 92 is -224.924820898139
## The bic criterion for iteration 93 is -224.924820898139
## The bic criterion for iteration 94 is -224.924820898139
## The bic criterion for iteration 95 is -224.924820898139
## The bic criterion for iteration 96 is -224.924820898139
## The bic criterion for iteration 97 is -224.924820898139
## The bic criterion for iteration 98 is -224.924820898139
## The bic criterion for iteration 99 is -224.924820898139
## The bic criterion for iteration 100 is -224.924820898139
## The bic criterion for iteration 101 is -224.924820898139
## The bic criterion for iteration 102 is -224.924820898139
## The bic criterion for iteration 103 is -224.924820898139
## The bic criterion for iteration 104 is -224.924820898139
## The bic criterion for iteration 105 is -224.924820898139
## The bic criterion for iteration 106 is -224.924820898139
## The bic criterion for iteration 107 is -224.924820898139
## The bic criterion for iteration 108 is -224.924820898139
## The bic criterion for iteration 109 is -224.924820898139
## The bic criterion for iteration 110 is -224.924820898139
## The bic criterion for iteration 111 is -224.924820898139
## The bic criterion for iteration 112 is -224.924820898139
## The bic criterion for iteration 113 is -224.924820898139
## The bic criterion for iteration 114 is -224.924820898139
## The bic criterion for iteration 115 is -224.924820898139
## The bic criterion for iteration 116 is -224.924820898139
## The bic criterion for iteration 117 is -224.924820898139
## The bic criterion for iteration 118 is -224.924820898139
## The bic criterion for iteration 119 is -224.924820898139
## The bic criterion for iteration 120 is -224.924820898139
## The bic criterion for iteration 121 is -224.924820898139
## The bic criterion for iteration 122 is -224.924820898139
## The bic criterion for iteration 123 is -224.924820898139
## The bic criterion for iteration 124 is -224.924820898139
## The bic criterion for iteration 125 is -224.924820898139
## The bic criterion for iteration 126 is -224.924820898139
## The bic criterion for iteration 127 is -224.924820898139
## The bic criterion for iteration 128 is -224.924820898139
## The bic criterion for iteration 129 is -224.924820898139
## The bic criterion for iteration 130 is -224.924820898139
## The bic criterion for iteration 131 is -224.924820898139
## The bic criterion for iteration 132 is -224.924820898139
## The bic criterion for iteration 133 is -224.924820898139
## The bic criterion for iteration 134 is -224.924820898139
## The bic criterion for iteration 135 is -224.924820898139
## The bic criterion for iteration 136 is -224.924820898139
## The bic criterion for iteration 137 is -224.924820898139
## The bic criterion for iteration 138 is -224.924820898139
## The bic criterion for iteration 139 is -210.409350545509
## The bic criterion for iteration 140 is -224.924820898139
## The bic criterion for iteration 141 is -224.924820898139
## The bic criterion for iteration 142 is -224.924820898139
## The bic criterion for iteration 143 is -224.924820898139
## The bic criterion for iteration 144 is -224.924820898139
## The bic criterion for iteration 145 is -224.924820898139
## The bic criterion for iteration 146 is -224.924820898139
## The bic criterion for iteration 147 is -224.924820898139
## The bic criterion for iteration 148 is -224.924820898139
## The bic criterion for iteration 149 is -224.924820898139
## The bic criterion for iteration 150 is -224.924820898139
## The bic criterion for iteration 151 is -224.924820898139
## The bic criterion for iteration 152 is -224.924820898139
## The bic criterion for iteration 153 is -224.924820898139
## The bic criterion for iteration 154 is -224.924820898139
## The bic criterion for iteration 155 is -224.924820898139
## The bic criterion for iteration 156 is -224.924820898139
## The bic criterion for iteration 157 is -224.924820898139
## The bic criterion for iteration 158 is -224.924820898139
## The bic criterion for iteration 159 is -224.924820898139
## The bic criterion for iteration 160 is -224.924820898139
## The bic criterion for iteration 161 is -224.924820898139
## The bic criterion for iteration 162 is -224.924820898139
## The bic criterion for iteration 163 is -224.924820898139
## The bic criterion for iteration 164 is -224.924820898139
## The bic criterion for iteration 165 is -224.924820898139
## The bic criterion for iteration 166 is -224.924820898139
## The bic criterion for iteration 167 is -224.924820898139
## The bic criterion for iteration 168 is -224.924820898139
## The bic criterion for iteration 169 is -224.924820898139
## The bic criterion for iteration 170 is -224.924820898139
## The bic criterion for iteration 171 is -224.924820898139
## The bic criterion for iteration 172 is -224.924820898139
## The bic criterion for iteration 173 is -224.924820898139
## The bic criterion for iteration 174 is -224.924820898139
## The bic criterion for iteration 175 is -224.924820898139
## The bic criterion for iteration 176 is -224.924820898139
## The bic criterion for iteration 177 is -224.924820898139
## The bic criterion for iteration 178 is -224.924820898139
## The bic criterion for iteration 179 is -224.924820898139
## The bic criterion for iteration 180 is -224.924820898139
## The bic criterion for iteration 181 is -224.924820898139
## The bic criterion for iteration 182 is -224.924820898139
## The bic criterion for iteration 183 is -224.924820898139
## The bic criterion for iteration 184 is -224.924820898139
## The bic criterion for iteration 185 is -224.924820898139
## The bic criterion for iteration 186 is -224.924820898139
## The bic criterion for iteration 187 is -224.924820898139
## The bic criterion for iteration 188 is -224.924820898139
## The bic criterion for iteration 189 is -224.924820898139
## The bic criterion for iteration 190 is -224.924820898139
## The bic criterion for iteration 191 is -224.924820898139
## The bic criterion for iteration 192 is -224.924820898139
## The bic criterion for iteration 193 is -224.924820898139
## The bic criterion for iteration 194 is -224.924820898139
## The bic criterion for iteration 195 is -224.924820898139
## The bic criterion for iteration 196 is -224.924820898139
## The bic criterion for iteration 197 is -224.924820898139
## The bic criterion for iteration 198 is -224.924820898139
## The bic criterion for iteration 199 is -224.924820898139
## The bic criterion for iteration 200 is -224.924820898139

##
##   6
## 200

## [1] 0.6817889

## One “cluster”, three predictive laws

### glmtree approach

## The bic criterion for iteration 1 is 0
## The bic criterion for iteration 2 is -300.701530894435
## The bic criterion for iteration 3 is -300.701530894435
## The bic criterion for iteration 4 is -300.701530894435
## The bic criterion for iteration 5 is -300.701530894435
## The bic criterion for iteration 6 is -300.701530894435
## The bic criterion for iteration 7 is -300.701530894435
## The bic criterion for iteration 8 is -300.701530894435
## The bic criterion for iteration 9 is -300.701530894435
## The bic criterion for iteration 10 is -307.933535316364
## The bic criterion for iteration 11 is -300.701530894435
## The bic criterion for iteration 12 is -300.701530894435
## The bic criterion for iteration 13 is -282.911116613706
## The bic criterion for iteration 14 is -282.911116613706
## The bic criterion for iteration 15 is -282.911116613706
## The bic criterion for iteration 16 is -282.911116613706
## The bic criterion for iteration 17 is -282.911116613706
## The bic criterion for iteration 18 is -282.911116613706
## The bic criterion for iteration 19 is -282.911116613706
## The bic criterion for iteration 20 is -282.911116613706
## The bic criterion for iteration 21 is -282.911116613706
## The bic criterion for iteration 22 is -282.911116613706
## The bic criterion for iteration 23 is -282.911116613706
## The bic criterion for iteration 24 is -282.911116613706
## The bic criterion for iteration 25 is -282.911116613706
## The bic criterion for iteration 26 is -282.911116613706
## The bic criterion for iteration 27 is -282.911116613706
## The bic criterion for iteration 28 is -282.911116613706
## The bic criterion for iteration 29 is -282.911116613706
## The bic criterion for iteration 30 is -282.911116613706
## The bic criterion for iteration 31 is -282.911116613706
## The bic criterion for iteration 32 is -282.911116613706
## The bic criterion for iteration 33 is -282.911116613706
## The bic criterion for iteration 34 is -282.911116613706
## The bic criterion for iteration 35 is -282.911116613706
## The bic criterion for iteration 36 is -282.911116613706
## The bic criterion for iteration 37 is -282.911116613706
## The bic criterion for iteration 38 is -282.911116613706
## The bic criterion for iteration 39 is -282.911116613706
## The bic criterion for iteration 40 is -282.911116613706
## The bic criterion for iteration 41 is -282.911116613706
## The bic criterion for iteration 42 is -282.911116613706
## The bic criterion for iteration 43 is -282.911116613706
## The bic criterion for iteration 44 is -282.911116613706
## The bic criterion for iteration 45 is -282.911116613706
## The bic criterion for iteration 46 is -282.911116613706
## The bic criterion for iteration 47 is -282.911116613706
## The bic criterion for iteration 48 is -282.911116613706
## The bic criterion for iteration 49 is -282.911116613706
## The bic criterion for iteration 50 is -282.911116613706
## The bic criterion for iteration 51 is -282.911116613706
## The bic criterion for iteration 52 is -282.911116613706
## The bic criterion for iteration 53 is -282.911116613706
## The bic criterion for iteration 54 is -282.911116613706
## The bic criterion for iteration 55 is -282.911116613706
## The bic criterion for iteration 56 is -282.911116613706
## The bic criterion for iteration 57 is -282.911116613706
## The bic criterion for iteration 58 is -282.911116613706
## The bic criterion for iteration 59 is -282.911116613706
## The bic criterion for iteration 60 is -282.911116613706
## The bic criterion for iteration 61 is -282.911116613706
## The bic criterion for iteration 62 is -282.911116613706
## The bic criterion for iteration 63 is -282.911116613706
## The bic criterion for iteration 64 is -282.911116613706
## The bic criterion for iteration 65 is -282.911116613706
## The bic criterion for iteration 66 is -282.911116613706
## The bic criterion for iteration 67 is -282.911116613706
## The bic criterion for iteration 68 is -282.911116613706
## The bic criterion for iteration 69 is -282.911116613706
## The bic criterion for iteration 70 is -282.911116613706
## The bic criterion for iteration 71 is -282.911116613706
## The bic criterion for iteration 72 is -282.911116613706
## The bic criterion for iteration 73 is -282.911116613706
## The bic criterion for iteration 74 is -282.911116613706
## The bic criterion for iteration 75 is -282.911116613706
## The bic criterion for iteration 76 is -282.911116613706
## The bic criterion for iteration 77 is -282.911116613706
## The bic criterion for iteration 78 is -282.911116613706
## The bic criterion for iteration 79 is -282.911116613706
## The bic criterion for iteration 80 is -282.911116613706
## The bic criterion for iteration 81 is -282.911116613706
## The bic criterion for iteration 82 is -282.911116613706
## The bic criterion for iteration 83 is -282.911116613706
## The bic criterion for iteration 84 is -282.911116613706
## The bic criterion for iteration 85 is -282.911116613706
## The bic criterion for iteration 86 is -282.911116613706
## The bic criterion for iteration 87 is -282.911116613706
## The bic criterion for iteration 88 is -282.911116613706
## The bic criterion for iteration 89 is -282.911116613706
## The bic criterion for iteration 90 is -282.911116613706
## The bic criterion for iteration 91 is -282.911116613706
## The bic criterion for iteration 92 is -282.911116613706
## The bic criterion for iteration 93 is -282.911116613706
## The bic criterion for iteration 94 is -282.911116613706
## The bic criterion for iteration 95 is -282.911116613706
## The bic criterion for iteration 96 is -282.911116613706
## The bic criterion for iteration 97 is -282.911116613706
## The bic criterion for iteration 98 is -282.911116613706
## The bic criterion for iteration 99 is -282.911116613706
## The bic criterion for iteration 100 is -282.911116613706
## The bic criterion for iteration 101 is -282.911116613706
## The bic criterion for iteration 102 is -282.911116613706
## The bic criterion for iteration 103 is -282.911116613706
## The bic criterion for iteration 104 is -282.911116613706
## The bic criterion for iteration 105 is -282.911116613706
## The bic criterion for iteration 106 is -282.911116613706
## The bic criterion for iteration 107 is -282.911116613706
## The bic criterion for iteration 108 is -282.911116613706
## The bic criterion for iteration 109 is -282.911116613706
## The bic criterion for iteration 110 is -282.911116613706
## The bic criterion for iteration 111 is -282.911116613706
## The bic criterion for iteration 112 is -282.911116613706
## The bic criterion for iteration 113 is -282.911116613706
## The bic criterion for iteration 114 is -282.911116613706
## The bic criterion for iteration 115 is -282.911116613706
## The bic criterion for iteration 116 is -282.911116613706
## The bic criterion for iteration 117 is -282.911116613706
## The bic criterion for iteration 118 is -282.911116613706
## The bic criterion for iteration 119 is -282.911116613706
## The bic criterion for iteration 120 is -282.911116613706
## The bic criterion for iteration 121 is -282.911116613706
## The bic criterion for iteration 122 is -282.911116613706
## The bic criterion for iteration 123 is -282.911116613706
## The bic criterion for iteration 124 is -282.911116613706
## The bic criterion for iteration 125 is -282.911116613706
## The bic criterion for iteration 126 is -282.911116613706
## The bic criterion for iteration 127 is -282.911116613706
## The bic criterion for iteration 128 is -282.911116613706
## The bic criterion for iteration 129 is -282.911116613706
## The bic criterion for iteration 130 is -282.911116613706
## The bic criterion for iteration 131 is -282.911116613706
## The bic criterion for iteration 132 is -282.911116613706
## The bic criterion for iteration 133 is -282.911116613706
## The bic criterion for iteration 134 is -282.911116613706
## The bic criterion for iteration 135 is -282.911116613706
## The bic criterion for iteration 136 is -282.911116613706
## The bic criterion for iteration 137 is -282.911116613706
## The bic criterion for iteration 138 is -282.911116613706
## The bic criterion for iteration 139 is -282.911116613706
## The bic criterion for iteration 140 is -282.911116613706
## The bic criterion for iteration 141 is -282.911116613706
## The bic criterion for iteration 142 is -282.911116613706
## The bic criterion for iteration 143 is -282.911116613706
## The bic criterion for iteration 144 is -282.911116613706
## The bic criterion for iteration 145 is -282.911116613706
## The bic criterion for iteration 146 is -282.911116613706
## The bic criterion for iteration 147 is -282.911116613706
## The bic criterion for iteration 148 is -282.911116613706
## The bic criterion for iteration 149 is -282.911116613706
## The bic criterion for iteration 150 is -282.911116613706
## The bic criterion for iteration 151 is -282.911116613706
## The bic criterion for iteration 152 is -282.911116613706
## The bic criterion for iteration 153 is -282.911116613706
## The bic criterion for iteration 154 is -282.911116613706
## The bic criterion for iteration 155 is -282.911116613706
## The bic criterion for iteration 156 is -282.911116613706
## The bic criterion for iteration 157 is -282.911116613706
## The bic criterion for iteration 158 is -282.911116613706
## The bic criterion for iteration 159 is -282.911116613706
## The bic criterion for iteration 160 is -282.911116613706
## The bic criterion for iteration 161 is -282.911116613706
## The bic criterion for iteration 162 is -282.911116613706
## The bic criterion for iteration 163 is -282.911116613706
## The bic criterion for iteration 164 is -282.911116613706
## The bic criterion for iteration 165 is -282.911116613706
## The bic criterion for iteration 166 is -282.911116613706
## The bic criterion for iteration 167 is -282.911116613706
## The bic criterion for iteration 168 is -282.911116613706
## The bic criterion for iteration 169 is -282.911116613706
## The bic criterion for iteration 170 is -282.911116613706
## The bic criterion for iteration 171 is -282.911116613706
## The bic criterion for iteration 172 is -282.911116613706
## The bic criterion for iteration 173 is -282.911116613706
## The bic criterion for iteration 174 is -282.911116613706
## The bic criterion for iteration 175 is -282.911116613706
## The bic criterion for iteration 176 is -282.911116613706
## The bic criterion for iteration 177 is -282.911116613706
## The bic criterion for iteration 178 is -282.911116613706
## The bic criterion for iteration 179 is -282.911116613706
## The bic criterion for iteration 180 is -282.911116613706
## The bic criterion for iteration 181 is -282.911116613706
## The bic criterion for iteration 182 is -282.911116613706
## The bic criterion for iteration 183 is -282.911116613706
## The bic criterion for iteration 184 is -282.911116613706
## The bic criterion for iteration 185 is -282.911116613706
## The bic criterion for iteration 186 is -282.911116613706
## The bic criterion for iteration 187 is -282.911116613706
## The bic criterion for iteration 188 is -282.911116613706
## The bic criterion for iteration 189 is -282.911116613706
## The bic criterion for iteration 190 is -282.911116613706
## The bic criterion for iteration 191 is -282.911116613706
## The bic criterion for iteration 192 is -282.911116613706
## The bic criterion for iteration 193 is -282.911116613706
## The bic criterion for iteration 194 is -282.911116613706
## The bic criterion for iteration 195 is -282.911116613706
## The bic criterion for iteration 196 is -282.911116613706
## The bic criterion for iteration 197 is -282.911116613706
## The bic criterion for iteration 198 is -282.911116613706
## The bic criterion for iteration 199 is -282.911116613706
## The bic criterion for iteration 200 is -282.911116613706

##
##      2  8
##   1 72  0
##   2 28 43
##   3  0 57

## [1] 0.4577524