diff --git a/404.html b/404.html
index 8a601cc..4732b88 100644
--- a/404.html
+++ b/404.html
@@ -42,7 +42,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/LICENSE.html b/LICENSE.html
index 6f23db1..069f776 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/authors.html b/authors.html
index b495d3f..7d52ffe 100644
--- a/authors.html
+++ b/authors.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
@@ -69,7 +69,7 @@ Authors
- Lorenz A. Kapsner. Contributor.
+
Lorenz A. Kapsner. Contributor.
diff --git a/index.html b/index.html
index ca7ca4f..f7159cb 100644
--- a/index.html
+++ b/index.html
@@ -49,7 +49,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/news/index.html b/news/index.html
index feb7917..ebd38b9 100644
--- a/news/index.html
+++ b/news/index.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/pkgdown.yml b/pkgdown.yml
index d56ca5b..c124b55 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
pkgdown: 2.0.7
pkgdown_sha: ~
articles: {}
-last_built: 2023-10-02T11:01Z
+last_built: 2023-10-04T11:07Z
diff --git a/reference/Rplot002.png b/reference/Rplot002.png
index b411945..8d52a54 100644
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diff --git a/reference/colors_drwhy.html b/reference/colors_drwhy.html
index 3d869fd..78df2c2 100644
--- a/reference/colors_drwhy.html
+++ b/reference/colors_drwhy.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/fifa20.html b/reference/fifa20.html
index bfe6fae..eb263cd 100644
--- a/reference/fifa20.html
+++ b/reference/fifa20.html
@@ -26,7 +26,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/gbm.unify-1.png b/reference/gbm.unify-1.png
index fda7504..4848bdc 100644
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diff --git a/reference/gbm.unify.html b/reference/gbm.unify.html
index 237556c..19742da 100644
--- a/reference/gbm.unify.html
+++ b/reference/gbm.unify.html
@@ -26,7 +26,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/index.html b/reference/index.html
index e14ffb2..cb9b43c 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/is.model_unified.html b/reference/is.model_unified.html
index b960daa..83581c3 100644
--- a/reference/is.model_unified.html
+++ b/reference/is.model_unified.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/is.treeshap.html b/reference/is.treeshap.html
index 1fbdd2c..c15bd02 100644
--- a/reference/is.treeshap.html
+++ b/reference/is.treeshap.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/lightgbm.unify.html b/reference/lightgbm.unify.html
index aa01668..dec0bed 100644
--- a/reference/lightgbm.unify.html
+++ b/reference/lightgbm.unify.html
@@ -26,7 +26,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/model_unified.object.html b/reference/model_unified.object.html
index f5e17f7..ec04fd2 100644
--- a/reference/model_unified.object.html
+++ b/reference/model_unified.object.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/plot_contribution.html b/reference/plot_contribution.html
index 9066f72..dd8f155 100644
--- a/reference/plot_contribution.html
+++ b/reference/plot_contribution.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/plot_feature_dependence.html b/reference/plot_feature_dependence.html
index 97d019d..b8c45b3 100644
--- a/reference/plot_feature_dependence.html
+++ b/reference/plot_feature_dependence.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/plot_feature_importance.html b/reference/plot_feature_importance.html
index e82137e..9111313 100644
--- a/reference/plot_feature_importance.html
+++ b/reference/plot_feature_importance.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/plot_interaction.html b/reference/plot_interaction.html
index b33a02d..1e31dc2 100644
--- a/reference/plot_interaction.html
+++ b/reference/plot_interaction.html
@@ -26,7 +26,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/predict.model_unified.html b/reference/predict.model_unified.html
index a45840d..5b0d1ab 100644
--- a/reference/predict.model_unified.html
+++ b/reference/predict.model_unified.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
@@ -101,7 +101,7 @@ Examples
n.cores = 1)
unified <- gbm.unify(gbm_model, data)
predict(unified, data[2001:2005, ])
-#> [1] 5378574 6066904 6083454 6090499 6083454
+#> [1] 5174707 5832296 5832296 5832296 5832296
# }
diff --git a/reference/print.model_unified.html b/reference/print.model_unified.html
index 1189e1a..f85af70 100644
--- a/reference/print.model_unified.html
+++ b/reference/print.model_unified.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/print.treeshap.html b/reference/print.treeshap.html
index 7ab97a6..35d8fb6 100644
--- a/reference/print.treeshap.html
+++ b/reference/print.treeshap.html
@@ -25,7 +25,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/randomForest.unify.html b/reference/randomForest.unify.html
index 5d931b8..e3244cc 100644
--- a/reference/randomForest.unify.html
+++ b/reference/randomForest.unify.html
@@ -26,7 +26,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/ranger.unify-1.png b/reference/ranger.unify-1.png
index 547f9dd..e415a1b 100644
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diff --git a/reference/ranger.unify.html b/reference/ranger.unify.html
index 932c0e3..3daf6be 100644
--- a/reference/ranger.unify.html
+++ b/reference/ranger.unify.html
@@ -26,7 +26,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
diff --git a/reference/ranger_surv.unify.html b/reference/ranger_surv.unify.html
index bd77fb8..20de011 100644
--- a/reference/ranger_surv.unify.html
+++ b/reference/ranger_surv.unify.html
@@ -26,7 +26,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
@@ -142,7 +142,6 @@ Examples
#>
|0%----|------|20%---|------|40%---|------|60%---|------|80%---|------|100%
#> =---------------------------------------------------------------------- (0%)
====================================----------------------------------- (50%)
======================================================================= (100%)
-
# compute shaps for 3 selected time points
unified_model_surv <- ranger_surv.unify(rf, train_x, type = "survival", times = c(23, 50, 73))
for (i in 1:3) {
diff --git a/reference/set_reference_dataset.html b/reference/set_reference_dataset.html
index d78e2ae..24727d5 100644
--- a/reference/set_reference_dataset.html
+++ b/reference/set_reference_dataset.html
@@ -28,7 +28,7 @@
part of the DrWhy.AI
developed by the MI².AI
-
0.2.5.9000
+
0.2.5.9001
@@ -111,528 +111,267 @@ Examples
n.cores = 1)
unified <- gbm.unify(gbm_model, data)
set_reference_dataset(unified, data[200:700, ])
-#> Tree Node Feature Decision.type Split Yes No Missing
-#> 1 0 0 overall <= 65.5 2 9 13
-#> 2 0 1 potential <= 73.5 3 4 8
-#> 3 0 2 <NA> <NA> NA NA NA NA
-#> 4 0 3 overall <= 62.5 5 6 7
-#> 5 0 4 <NA> <NA> NA NA NA NA
-#> 6 0 5 <NA> <NA> NA NA NA NA
-#> 7 0 6 <NA> <NA> NA NA NA NA
-#> 8 0 7 <NA> <NA> NA NA NA NA
-#> 9 0 8 potential <= 68.5 10 11 12
-#> 10 0 9 <NA> <NA> NA NA NA NA
-#> 11 0 10 <NA> <NA> NA NA NA NA
-#> 12 0 11 <NA> <NA> NA NA NA NA
-#> 13 0 12 <NA> <NA> NA NA NA NA
-#> 14 1 0 overall <= 66.5 15 22 26
-#> 15 1 1 potential <= 73.5 16 17 21
-#> 16 1 2 <NA> <NA> NA NA NA NA
-#> 17 1 3 overall <= 63.5 18 19 20
-#> 18 1 4 <NA> <NA> NA NA NA NA
-#> 19 1 5 <NA> <NA> NA NA NA NA
-#> 20 1 6 <NA> <NA> NA NA NA NA
-#> 21 1 7 <NA> <NA> NA NA NA NA
-#> 22 1 8 potential <= 69.5 23 24 25
-#> 23 1 9 <NA> <NA> NA NA NA NA
-#> 24 1 10 <NA> <NA> NA NA NA NA
-#> 25 1 11 <NA> <NA> NA NA NA NA
-#> 26 1 12 <NA> <NA> NA NA NA NA
-#> 27 2 0 overall <= 67.5 28 35 39
-#> 28 2 1 overall <= 63.5 29 30 34
-#> 29 2 2 <NA> <NA> NA NA NA NA
-#> 30 2 3 age <= 23.5 31 32 33
-#> 31 2 4 <NA> <NA> NA NA NA NA
-#> 32 2 5 <NA> <NA> NA NA NA NA
-#> 33 2 6 <NA> <NA> NA NA NA NA
-#> 34 2 7 <NA> <NA> NA NA NA NA
-#> 35 2 8 age <= 32.5 36 37 38
-#> 36 2 9 <NA> <NA> NA NA NA NA
-#> 37 2 10 <NA> <NA> NA NA NA NA
-#> 38 2 11 <NA> <NA> NA NA NA NA
-#> 39 2 12 <NA> <NA> NA NA NA NA
-#> 40 3 0 overall <= 69.5 41 51 52
-#> 41 3 1 potential <= 74.5 42 46 50
-#> 42 3 2 overall <= 64.5 43 44 45
-#> 43 3 3 <NA> <NA> NA NA NA NA
-#> 44 3 4 <NA> <NA> NA NA NA NA
-#> 45 3 5 <NA> <NA> NA NA NA NA
-#> 46 3 6 overall <= 61.5 47 48 49
-#> 47 3 7 <NA> <NA> NA NA NA NA
-#> 48 3 8 <NA> <NA> NA NA NA NA
-#> 49 3 9 <NA> <NA> NA NA NA NA
-#> 50 3 10 <NA> <NA> NA NA NA NA
-#> 51 3 11 <NA> <NA> NA NA NA NA
-#> 52 3 12 <NA> <NA> NA NA NA NA
-#> 53 4 0 overall <= 69.5 54 64 65
-#> 54 4 1 potential <= 75.5 55 62 63
-#> 55 4 2 overall <= 63.5 56 57 61
-#> 56 4 3 <NA> <NA> NA NA NA NA
-#> 57 4 4 defending <= 55.5 58 59 60
-#> 58 4 5 <NA> <NA> NA NA NA NA
-#> 59 4 6 <NA> <NA> NA NA NA NA
-#> 60 4 7 <NA> <NA> NA NA NA NA
-#> 61 4 8 <NA> <NA> NA NA NA NA
-#> 62 4 9 <NA> <NA> NA NA NA NA
-#> 63 4 10 <NA> <NA> NA NA NA NA
-#> 64 4 11 <NA> <NA> NA NA NA NA
-#> 65 4 12 <NA> <NA> NA NA NA NA
-#> 66 5 0 potential <= 71.5 67 71 78
-#> 67 5 1 shooting <= 59.5 68 69 70
-#> 68 5 2 <NA> <NA> NA NA NA NA
-#> 69 5 3 <NA> <NA> NA NA NA NA
-#> 70 5 4 <NA> <NA> NA NA NA NA
-#> 71 5 5 overall <= 62.5 72 73 77
-#> 72 5 6 <NA> <NA> NA NA NA NA
-#> 73 5 7 overall <= 69.5 74 75 76
-#> 74 5 8 <NA> <NA> NA NA NA NA
-#> 75 5 9 <NA> <NA> NA NA NA NA
-#> 76 5 10 <NA> <NA> NA NA NA NA
-#> 77 5 11 <NA> <NA> NA NA NA NA
-#> 78 5 12 <NA> <NA> NA NA NA NA
-#> 79 6 0 overall <= 70.5 80 90 91
-#> 80 6 1 overall <= 62.5 81 82 89
-#> 81 6 2 <NA> <NA> NA NA NA NA
-#> 82 6 3 age <= 24.5 83 87 88
-#> 83 6 4 defending <= 53.5 84 85 86
-#> 84 6 5 <NA> <NA> NA NA NA NA
-#> 85 6 6 <NA> <NA> NA NA NA NA
-#> 86 6 7 <NA> <NA> NA NA NA NA
-#> 87 6 8 <NA> <NA> NA NA NA NA
-#> 88 6 9 <NA> <NA> NA NA NA NA
-#> 89 6 10 <NA> <NA> NA NA NA NA
-#> 90 6 11 <NA> <NA> NA NA NA NA
-#> 91 6 12 <NA> <NA> NA NA NA NA
-#> 92 7 0 potential <= 72.5 93 97 104
-#> 93 7 1 dribbling <= 63.5 94 95 96
-#> 94 7 2 <NA> <NA> NA NA NA NA
-#> 95 7 3 <NA> <NA> NA NA NA NA
-#> 96 7 4 <NA> <NA> NA NA NA NA
-#> 97 7 5 overall <= 61.5 98 99 103
-#> 98 7 6 <NA> <NA> NA NA NA NA
-#> 99 7 7 overall <= 70.5 100 101 102
-#> 100 7 8 <NA> <NA> NA NA NA NA
-#> 101 7 9 <NA> <NA> NA NA NA NA
-#> 102 7 10 <NA> <NA> NA NA NA NA
-#> 103 7 11 <NA> <NA> NA NA NA NA
-#> 104 7 12 <NA> <NA> NA NA NA NA
-#> 105 8 0 potential <= 74.5 106 113 117
-#> 106 8 1 overall <= 62.5 107 108 112
-#> 107 8 2 <NA> <NA> NA NA NA NA
-#> 108 8 3 age <= 30.5 109 110 111
-#> 109 8 4 <NA> <NA> NA NA NA NA
-#> 110 8 5 <NA> <NA> NA NA NA NA
-#> 111 8 6 <NA> <NA> NA NA NA NA
-#> 112 8 7 <NA> <NA> NA NA NA NA
-#> 113 8 8 overall <= 61.5 114 115 116
-#> 114 8 9 <NA> <NA> NA NA NA NA
-#> 115 8 10 <NA> <NA> NA NA NA NA
-#> 116 8 11 <NA> <NA> NA NA NA NA
-#> 117 8 12 <NA> <NA> NA NA NA NA
-#> 118 9 0 overall <= 71.5 119 129 130
-#> 119 9 1 overall <= 60.5 120 121 128
-#> 120 9 2 <NA> <NA> NA NA NA NA
-#> 121 9 3 age <= 29.5 122 126 127
-#> 122 9 4 shooting <= 54.5 123 124 125
-#> 123 9 5 <NA> <NA> NA NA NA NA
-#> 124 9 6 <NA> <NA> NA NA NA NA
-#> 125 9 7 <NA> <NA> NA NA NA NA
-#> 126 9 8 <NA> <NA> NA NA NA NA
-#> 127 9 9 <NA> <NA> NA NA NA NA
-#> 128 9 10 <NA> <NA> NA NA NA NA
-#> 129 9 11 <NA> <NA> NA NA NA NA
-#> 130 9 12 <NA> <NA> NA NA NA NA
-#> 131 10 0 overall <= 71.5 132 142 143
-#> 132 10 1 overall <= 63.5 133 134 141
-#> 133 10 2 <NA> <NA> NA NA NA NA
-#> 134 10 3 defending <= 57.5 135 136 140
-#> 135 10 4 <NA> <NA> NA NA NA NA
-#> 136 10 5 potential <= 77.5 137 138 139
-#> 137 10 6 <NA> <NA> NA NA NA NA
-#> 138 10 7 <NA> <NA> NA NA NA NA
-#> 139 10 8 <NA> <NA> NA NA NA NA
-#> 140 10 9 <NA> <NA> NA NA NA NA
-#> 141 10 10 <NA> <NA> NA NA NA NA
-#> 142 10 11 <NA> <NA> NA NA NA NA
-#> 143 10 12 <NA> <NA> NA NA NA NA
-#> 144 11 0 overall <= 72.5 145 155 156
-#> 145 11 1 overall <= 60.5 146 147 154
-#> 146 11 2 <NA> <NA> NA NA NA NA
-#> 147 11 3 age <= 28.5 148 152 153
-#> 148 11 4 shooting <= 61.5 149 150 151
-#> 149 11 5 <NA> <NA> NA NA NA NA
-#> 150 11 6 <NA> <NA> NA NA NA NA
-#> 151 11 7 <NA> <NA> NA NA NA NA
-#> 152 11 8 <NA> <NA> NA NA NA NA
-#> 153 11 9 <NA> <NA> NA NA NA NA
-#> 154 11 10 <NA> <NA> NA NA NA NA
-#> 155 11 11 <NA> <NA> NA NA NA NA
-#> 156 11 12 <NA> <NA> NA NA NA NA
-#> 157 12 0 overall <= 72.5 158 168 169
-#> 158 12 1 overall <= 60.5 159 160 167
-#> 159 12 2 <NA> <NA> NA NA NA NA
-#> 160 12 3 age <= 29.5 161 165 166
-#> 161 12 4 potential <= 65.5 162 163 164
-#> 162 12 5 <NA> <NA> NA NA NA NA
-#> 163 12 6 <NA> <NA> NA NA NA NA
-#> 164 12 7 <NA> <NA> NA NA NA NA
-#> 165 12 8 <NA> <NA> NA NA NA NA
-#> 166 12 9 <NA> <NA> NA NA NA NA
-#> 167 12 10 <NA> <NA> NA NA NA NA
-#> 168 12 11 <NA> <NA> NA NA NA NA
-#> 169 12 12 <NA> <NA> NA NA NA NA
-#> 170 13 0 potential <= 77.5 171 178 182
-#> 171 13 1 skill_ball_control <= 60.5 172 173 177
-#> 172 13 2 <NA> <NA> NA NA NA NA
-#> 173 13 3 potential <= 65.5 174 175 176
-#> 174 13 4 <NA> <NA> NA NA NA NA
-#> 175 13 5 <NA> <NA> NA NA NA NA
-#> 176 13 6 <NA> <NA> NA NA NA NA
-#> 177 13 7 <NA> <NA> NA NA NA NA
-#> 178 13 8 overall <= 64.5 179 180 181
-#> 179 13 9 <NA> <NA> NA NA NA NA
-#> 180 13 10 <NA> <NA> NA NA NA NA
-#> 181 13 11 <NA> <NA> NA NA NA NA
-#> 182 13 12 <NA> <NA> NA NA NA NA
-#> 183 14 0 overall <= 73.5 184 194 195
-#> 184 14 1 overall <= 59.5 185 186 193
-#> 185 14 2 <NA> <NA> NA NA NA NA
-#> 186 14 3 potential <= 65.5 187 188 192
-#> 187 14 4 <NA> <NA> NA NA NA NA
-#> 188 14 5 defending <= 63.5 189 190 191
-#> 189 14 6 <NA> <NA> NA NA NA NA
-#> 190 14 7 <NA> <NA> NA NA NA NA
-#> 191 14 8 <NA> <NA> NA NA NA NA
-#> 192 14 9 <NA> <NA> NA NA NA NA
-#> 193 14 10 <NA> <NA> NA NA NA NA
-#> 194 14 11 <NA> <NA> NA NA NA NA
-#> 195 14 12 <NA> <NA> NA NA NA NA
-#> 196 15 0 overall <= 73.5 197 207 208
-#> 197 15 1 overall <= 59.5 198 199 206
-#> 198 15 2 <NA> <NA> NA NA NA NA
-#> 199 15 3 age <= 30.5 200 204 205
-#> 200 15 4 potential <= 64.5 201 202 203
-#> 201 15 5 <NA> <NA> NA NA NA NA
-#> 202 15 6 <NA> <NA> NA NA NA NA
-#> 203 15 7 <NA> <NA> NA NA NA NA
-#> 204 15 8 <NA> <NA> NA NA NA NA
-#> 205 15 9 <NA> <NA> NA NA NA NA
-#> 206 15 10 <NA> <NA> NA NA NA NA
-#> 207 15 11 <NA> <NA> NA NA NA NA
-#> 208 15 12 <NA> <NA> NA NA NA NA
-#> 209 16 0 overall <= 73.5 210 220 221
-#> 210 16 1 overall <= 59.5 211 212 219
-#> 211 16 2 <NA> <NA> NA NA NA NA
-#> 212 16 3 potential <= 65.5 213 214 218
-#> 213 16 4 <NA> <NA> NA NA NA NA
-#> 214 16 5 defending <= 64.5 215 216 217
-#> 215 16 6 <NA> <NA> NA NA NA NA
-#> 216 16 7 <NA> <NA> NA NA NA NA
-#> 217 16 8 <NA> <NA> NA NA NA NA
-#> 218 16 9 <NA> <NA> NA NA NA NA
-#> 219 16 10 <NA> <NA> NA NA NA NA
-#> 220 16 11 <NA> <NA> NA NA NA NA
-#> 221 16 12 <NA> <NA> NA NA NA NA
-#> 222 17 0 overall <= 74.5 223 233 234
-#> 223 17 1 overall <= 59.5 224 225 232
-#> 224 17 2 <NA> <NA> NA NA NA NA
-#> 225 17 3 age <= 30.5 226 230 231
-#> 226 17 4 potential <= 64.5 227 228 229
-#> 227 17 5 <NA> <NA> NA NA NA NA
-#> 228 17 6 <NA> <NA> NA NA NA NA
-#> 229 17 7 <NA> <NA> NA NA NA NA
-#> 230 17 8 <NA> <NA> NA NA NA NA
-#> 231 17 9 <NA> <NA> NA NA NA NA
-#> 232 17 10 <NA> <NA> NA NA NA NA
-#> 233 17 11 <NA> <NA> NA NA NA NA
-#> 234 17 12 <NA> <NA> NA NA NA NA
-#> 235 18 0 overall <= 73.5 236 246 247
-#> 236 18 1 overall <= 59.5 237 238 245
-#> 237 18 2 <NA> <NA> NA NA NA NA
-#> 238 18 3 age <= 31.5 239 243 244
-#> 239 18 4 potential <= 64.5 240 241 242
-#> 240 18 5 <NA> <NA> NA NA NA NA
-#> 241 18 6 <NA> <NA> NA NA NA NA
-#> 242 18 7 <NA> <NA> NA NA NA NA
-#> 243 18 8 <NA> <NA> NA NA NA NA
-#> 244 18 9 <NA> <NA> NA NA NA NA
-#> 245 18 10 <NA> <NA> NA NA NA NA
-#> 246 18 11 <NA> <NA> NA NA NA NA
-#> 247 18 12 <NA> <NA> NA NA NA NA
-#> 248 19 0 overall <= 73.5 249 259 260
-#> 249 19 1 overall <= 58.5 250 251 258
-#> 250 19 2 <NA> <NA> NA NA NA NA
-#> 251 19 3 potential <= 64.5 252 253 257
-#> 252 19 4 <NA> <NA> NA NA NA NA
-#> 253 19 5 defending <= 65.5 254 255 256
-#> 254 19 6 <NA> <NA> NA NA NA NA
-#> 255 19 7 <NA> <NA> NA NA NA NA
-#> 256 19 8 <NA> <NA> NA NA NA NA
-#> 257 19 9 <NA> <NA> NA NA NA NA
-#> 258 19 10 <NA> <NA> NA NA NA NA
-#> 259 19 11 <NA> <NA> NA NA NA NA
-#> 260 19 12 <NA> <NA> NA NA NA NA
-#> Prediction Cover
-#> 1 NA 501
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-#> 3 -7000.0000 0
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-#> 6 45000.0000 0
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-#> 10 28750.0000 0
-#> 11 205000.0000 501
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-#> 18 12750.0000 0
-#> 19 48000.0000 0
-#> 20 28022.3416 0
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-#> 23 33125.0000 0
-#> 24 248000.0000 501
-#> 25 211402.3194 0
-#> 26 102597.7022 0
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-#> 29 -3220.0000 0
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-#> 31 42700.0000 0
-#> 32 25280.0000 0
-#> 33 31308.7796 0
-#> 34 11135.3957 0
-#> 35 NA 501
-#> 36 236700.0000 435
-#> 37 26700.0000 66
-#> 38 213560.2541 0
-#> 39 96566.2611 0
-#> 40 NA 501
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-#> 42 NA 0
-#> 43 1602.0000 0
-#> 44 26530.0000 0
-#> 45 11726.4713 0
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-#> 48 45930.0000 0
-#> 49 37907.6667 0
-#> 50 16140.5734 0
-#> 51 317530.0000 501
-#> 52 109799.1763 0
-#> 53 NA 501
-#> 54 NA 0
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-#> 56 1941.8000 0
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-#> 58 36777.0000 0
-#> 59 24434.4000 0
-#> 60 12099.0000 0
-#> 61 14641.4387 0
-#> 62 43954.0000 0
-#> 63 18482.8120 0
-#> 64 288777.0000 501
-#> 65 102360.0761 0
-#> 66 NA 501
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-#> 68 12247.6200 0
-#> 69 30796.9600 0
-#> 70 -752.3800 0
-#> 71 NA 501
-#> 72 18247.6200 0
-#> 73 NA 501
-#> 74 40747.6200 0
-#> 75 343899.3000 501
-#> 76 233752.5357 0
-#> 77 200117.1000 0
-#> 78 102894.4854 0
-#> 79 NA 501
-#> 80 NA 0
-#> 81 5522.8580 0
-#> 82 NA 0
-#> 83 NA 0
-#> 84 44196.5380 0
-#> 85 38258.7980 0
-#> 86 27065.1380 0
-#> 87 23319.6040 0
-#> 88 29997.5936 0
-#> 89 20700.9040 0
-#> 90 322009.3700 501
-#> 91 100157.4532 0
-#> 92 NA 501
-#> 93 NA 0
-#> 94 14091.6376 0
-#> 95 31009.6436 0
-#> 96 5770.5722 0
-#> 97 NA 501
-#> 98 17870.5722 0
-#> 99 NA 501
-#> 100 41431.5522 0
-#> 101 443308.4330 501
-#> 102 271979.4598 0
-#> 103 244448.1922 0
-#> 104 111960.9343 0
-#> 105 NA 501
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-#> 107 9561.4084 0
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-#> 109 34886.6792 0
-#> 110 8908.6792 0
-#> 111 28593.0075 0
-#> 112 21837.6417 0
-#> 113 NA 501
-#> 114 21607.7950 0
-#> 115 193477.5897 501
-#> 116 178907.0984 0
-#> 117 69479.2364 0
-#> 118 NA 501
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-#> 124 37070.6632 0
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-#> 126 16164.4525 0
-#> 127 29356.4014 0
-#> 128 24045.1855 0
-#> 129 344559.3763 501
-#> 130 93696.2614 0
-#> 131 NA 501
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-#> 138 52989.5173 0
-#> 139 28258.0718 0
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-#> 142 305673.8931 501
-#> 143 86973.0313 0
-#> 144 NA 501
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-#> 151 25123.8166 0
-#> 152 20165.9086 0
-#> 153 30908.1085 0
-#> 154 26670.5683 0
-#> 155 378606.5038 501
-#> 156 89748.7018 0
-#> 157 NA 501
-#> 158 NA 0
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-#> 160 NA 0
-#> 161 NA 0
-#> 162 26111.4349 0
-#> 163 35762.5500 0
-#> 164 34818.8854 0
-#> 165 18468.0097 0
-#> 166 31333.7101 0
-#> 167 27560.2415 0
-#> 168 394245.8534 501
-#> 169 92599.8932 0
-#> 170 NA 501
-#> 171 NA 0
-#> 172 21221.2446 0
-#> 173 NA 0
-#> 174 26976.6741 0
-#> 175 34883.1769 0
-#> 176 34014.3517 0
-#> 177 28139.2747 0
-#> 178 NA 501
-#> 179 28849.7337 0
-#> 180 408321.2681 501
-#> 181 361097.0784 0
-#> 182 85812.1277 0
-#> 183 NA 501
-#> 184 NA 0
-#> 185 16885.8613 0
-#> 186 NA 0
-#> 187 26617.1807 0
-#> 188 NA 0
-#> 189 36671.5458 0
-#> 190 24938.8263 0
-#> 191 20072.8798 0
-#> 192 30876.6457 0
-#> 193 28151.7069 0
-#> 194 420989.1413 501
-#> 195 87513.6170 0
-#> 196 NA 501
-#> 197 NA 0
-#> 198 18697.2752 0
-#> 199 NA 0
-#> 200 NA 0
-#> 201 27131.1780 0
-#> 202 34692.1895 0
-#> 203 34090.7777 0
-#> 204 15276.4668 0
-#> 205 31198.5714 0
-#> 206 28772.7075 0
-#> 207 382390.2271 501
-#> 208 80699.0354 0
-#> 209 NA 501
-#> 210 NA 0
-#> 211 20327.5477 0
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-#> 213 28474.1126 0
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-#> 215 36325.3451 0
-#> 216 25067.6004 0
-#> 217 23200.3538 0
-#> 218 31706.6608 0
-#> 219 29547.0143 0
-#> 220 347651.2044 501
-#> 221 76954.5979 0
-#> 222 NA 501
-#> 223 NA 0
-#> 224 21811.6963 0
-#> 225 NA 0
-#> 226 NA 0
-#> 227 28655.9198 0
-#> 228 35604.3505 0
-#> 229 35113.5597 0
-#> 230 14904.2807 0
-#> 231 31688.6735 0
-#> 232 29910.9404 0
-#> 233 426886.0840 501
-#> 234 77431.5452 0
-#> 235 NA 501
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-#> 239 NA 0
-#> 240 29510.4604 0
-#> 241 34627.4253 0
-#> 242 34193.4457 0
-#> 243 16077.2361 0
-#> 244 32068.3022 0
-#> 245 30434.4459 0
-#> 246 277197.4756 501
-#> 247 66318.9045 0
-#> 248 NA 501
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-#> 250 22831.3929 0
-#> 251 NA 0
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-#> 253 NA 0
-#> 254 35642.0099 0
-#> 255 24414.1939 0
-#> 256 27577.4203 0
-#> 257 32245.5031 0
-#> 258 30798.2899 0
-#> 259 252977.7280 501
-#> 260 62888.9845 0
+#> Tree Node Feature Decision.type Split Yes No Missing Prediction Cover
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+#> 2 0 1 potential <= 73.5 3 4 8 NA 0
+#> 3 0 2 <NA> <NA> NA NA NA NA -7000.000 0
+#> 4 0 3 overall <= 62.5 5 6 7 NA 0
+#> 5 0 4 <NA> <NA> NA NA NA NA 7500.000 0
+#> 6 0 5 <NA> <NA> NA NA NA NA 45000.000 0
+#> 7 0 6 <NA> <NA> NA NA NA NA 25352.257 0
+#> 8 0 7 <NA> <NA> NA NA NA NA -1369.167 0
+#> 9 0 8 potential <= 68.5 10 11 12 NA 501
+#> 10 0 9 <NA> <NA> NA NA NA NA 30000.000 0
+#> 11 0 10 <NA> <NA> NA NA NA NA 205000.000 501
+#> 12 0 11 <NA> <NA> NA NA NA NA 178071.472 0
+#> 13 0 12 <NA> <NA> NA NA NA NA 95606.139 0
+#> 14 1 0 overall <= 66.5 15 22 26 NA 501
+#> 15 1 1 potential <= 71.5 16 17 21 NA 0
+#> 16 1 2 <NA> <NA> NA NA NA NA -2800.000 0
+#> 17 1 3 overall <= 63.5 18 19 20 NA 0
+#> 18 1 4 <NA> <NA> NA NA NA NA 12750.000 0
+#> 19 1 5 <NA> <NA> NA NA NA NA 43000.000 0
+#> 20 1 6 <NA> <NA> NA NA NA NA 25191.532 0
+#> 21 1 7 <NA> <NA> NA NA NA NA 5265.156 0
+#> 22 1 8 potential <= 69.5 23 24 25 NA 501
+#> 23 1 9 <NA> <NA> NA NA NA NA 35500.000 0
+#> 24 1 10 <NA> <NA> NA NA NA NA 248000.000 501
+#> 25 1 11 <NA> <NA> NA NA NA NA 211964.245 0
+#> 26 1 12 <NA> <NA> NA NA NA NA 104894.162 0
+#> 27 2 0 overall <= 67.5 28 35 39 NA 501
+#> 28 2 1 overall <= 63.5 29 30 34 NA 0
+#> 29 2 2 <NA> <NA> NA NA NA NA -4020.000 0
+#> 30 2 3 age <= 23.5 31 32 33 NA 0
+#> 31 2 4 <NA> <NA> NA NA NA NA 40700.000 0
+#> 32 2 5 <NA> <NA> NA NA NA NA 24280.000 0
+#> 33 2 6 <NA> <NA> NA NA NA NA 30067.199 0
+#> 34 2 7 <NA> <NA> NA NA NA NA 10491.865 0
+#> 35 2 8 age <= 32.5 36 37 38 NA 501
+#> 36 2 9 <NA> <NA> NA NA NA NA 246700.000 435
+#> 37 2 10 <NA> <NA> NA NA NA NA 26700.000 66
+#> 38 2 11 <NA> <NA> NA NA NA NA 221031.411 0
+#> 39 2 12 <NA> <NA> NA NA NA NA 98356.820 0
+#> 40 3 0 overall <= 69.5 41 51 52 NA 501
+#> 41 3 1 potential <= 74.5 42 46 50 NA 0
+#> 42 3 2 overall <= 64.5 43 44 45 NA 0
+#> 43 3 3 <NA> <NA> NA NA NA NA 1882.000 0
+#> 44 3 4 <NA> <NA> NA NA NA NA 25530.000 0
+#> 45 3 5 <NA> <NA> NA NA NA NA 11383.998 0
+#> 46 3 6 overall <= 61.5 47 48 49 NA 0
+#> 47 3 7 <NA> <NA> NA NA NA NA 11377.000 0
+#> 48 3 8 <NA> <NA> NA NA NA NA 46130.000 0
+#> 49 3 9 <NA> <NA> NA NA NA NA 38772.383 0
+#> 50 3 10 <NA> <NA> NA NA NA NA 16206.508 0
+#> 51 3 11 <NA> <NA> NA NA NA NA 315530.000 501
+#> 52 3 12 <NA> <NA> NA NA NA NA 109059.348 0
+#> 53 4 0 overall <= 69.5 54 64 65 NA 501
+#> 54 4 1 potential <= 75.5 55 62 63 NA 0
+#> 55 4 2 overall <= 63.5 56 57 61 NA 0
+#> 56 4 3 <NA> <NA> NA NA NA NA 2193.800 0
+#> 57 4 4 defending <= 55.5 58 59 60 NA 0
+#> 58 4 5 <NA> <NA> NA NA NA NA 36299.000 0
+#> 59 4 6 <NA> <NA> NA NA NA NA 23799.000 0
+#> 60 4 7 <NA> <NA> NA NA NA NA 7499.000 0
+#> 61 4 8 <NA> <NA> NA NA NA NA 14512.045 0
+#> 62 4 9 <NA> <NA> NA NA NA NA 44014.000 0
+#> 63 4 10 <NA> <NA> NA NA NA NA 18219.634 0
+#> 64 4 11 <NA> <NA> NA NA NA NA 287477.000 501
+#> 65 4 12 <NA> <NA> NA NA NA NA 101333.217 0
+#> 66 5 0 overall <= 70.5 67 77 78 NA 501
+#> 67 5 1 overall <= 62.5 68 69 76 NA 0
+#> 68 5 2 <NA> <NA> NA NA NA NA 3474.420 0
+#> 69 5 3 age <= 24.5 70 71 75 NA 0
+#> 70 5 4 <NA> <NA> NA NA NA NA 39615.600 0
+#> 71 5 5 age <= 28.5 72 73 74 NA 0
+#> 72 5 6 <NA> <NA> NA NA NA NA 28847.100 0
+#> 73 5 7 <NA> <NA> NA NA NA NA 13847.100 0
+#> 74 5 8 <NA> <NA> NA NA NA NA 21789.331 0
+#> 75 5 9 <NA> <NA> NA NA NA NA 28913.870 0
+#> 76 5 10 <NA> <NA> NA NA NA NA 19203.840 0
+#> 77 5 11 <NA> <NA> NA NA NA NA 352229.300 501
+#> 78 5 12 <NA> <NA> NA NA NA NA 105821.798 0
+#> 79 6 0 potential <= 72.5 80 84 91 NA 501
+#> 80 6 1 shooting <= 59.5 81 82 83 NA 0
+#> 81 6 2 <NA> <NA> NA NA NA NA 15626.978 0
+#> 82 6 3 <NA> <NA> NA NA NA NA 31984.390 0
+#> 83 6 4 <NA> <NA> NA NA NA NA 2213.390 0
+#> 84 6 5 overall <= 61.5 85 86 90 NA 501
+#> 85 6 6 <NA> <NA> NA NA NA NA 17672.478 0
+#> 86 6 7 gk_reflexes <= 73.5 87 88 89 NA 501
+#> 87 6 8 <NA> <NA> NA NA NA NA 25730.340 0
+#> 88 6 9 <NA> <NA> NA NA NA NA 320506.370 56
+#> 89 6 10 <NA> <NA> NA NA NA NA 160506.370 445
+#> 90 6 11 <NA> <NA> NA NA NA NA 146635.805 0
+#> 91 6 12 <NA> <NA> NA NA NA NA 72042.303 0
+#> 92 7 0 overall <= 70.5 93 103 104 NA 501
+#> 93 7 1 overall <= 63.5 94 95 102 NA 0
+#> 94 7 2 <NA> <NA> NA NA NA NA 11928.539 0
+#> 95 7 3 potential <= 77.5 96 100 101 NA 0
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+#> 97 7 5 <NA> <NA> NA NA NA NA 33334.903 0
+#> 98 7 6 <NA> <NA> NA NA NA NA 23971.692 0
+#> 99 7 7 <NA> <NA> NA NA NA NA 17943.051 0
+#> 100 7 8 <NA> <NA> NA NA NA NA 57603.403 0
+#> 101 7 9 <NA> <NA> NA NA NA NA 30107.581 0
+#> 102 7 10 <NA> <NA> NA NA NA NA 21751.391 0
+#> 103 7 11 <NA> <NA> NA NA NA NA 307955.733 501
+#> 104 7 12 <NA> <NA> NA NA NA NA 97569.392 0
+#> 105 8 0 overall <= 71.5 106 116 117 NA 501
+#> 106 8 1 overall <= 62.5 107 108 115 NA 0
+#> 107 8 2 <NA> <NA> NA NA NA NA 10871.426 0
+#> 108 8 3 potential <= 77.5 109 113 114 NA 0
+#> 109 8 4 age <= 29.5 110 111 112 NA 0
+#> 110 8 5 <NA> <NA> NA NA NA NA 31606.234 0
+#> 111 8 6 <NA> <NA> NA NA NA NA 13632.409 0
+#> 112 8 7 <NA> <NA> NA NA NA NA 26908.629 0
+#> 113 8 8 <NA> <NA> NA NA NA NA 58243.063 0
+#> 114 8 9 <NA> <NA> NA NA NA NA 30042.762 0
+#> 115 8 10 <NA> <NA> NA NA NA NA 23094.328 0
+#> 116 8 11 <NA> <NA> NA NA NA NA 380660.160 501
+#> 117 8 12 <NA> <NA> NA NA NA NA 101501.367 0
+#> 118 9 0 overall <= 71.5 119 129 130 NA 501
+#> 119 9 1 dribbling <= 63.5 120 124 128 NA 0
+#> 120 9 2 overall <= 60.5 121 122 123 NA 0
+#> 121 9 3 <NA> <NA> NA NA NA NA 9284.284 0
+#> 122 9 4 <NA> <NA> NA NA NA NA 28127.110 0
+#> 123 9 5 <NA> <NA> NA NA NA NA 20428.939 0
+#> 124 9 6 age <= 29.5 125 126 127 NA 0
+#> 125 9 7 <NA> <NA> NA NA NA NA 35519.837 0
+#> 126 9 8 <NA> <NA> NA NA NA NA 16949.420 0
+#> 127 9 9 <NA> <NA> NA NA NA NA 32482.586 0
+#> 128 9 10 <NA> <NA> NA NA NA NA 11416.123 0
+#> 129 9 11 <NA> <NA> NA NA NA NA 346094.144 501
+#> 130 9 12 <NA> <NA> NA NA NA NA 94876.746 0
+#> 131 10 0 overall <= 72.5 132 142 143 NA 501
+#> 132 10 1 overall <= 62.5 133 134 141 NA 0
+#> 133 10 2 <NA> <NA> NA NA NA NA 15855.855 0
+#> 134 10 3 age <= 29.5 135 139 140 NA 0
+#> 135 10 4 potential <= 77.5 136 137 138 NA 0
+#> 136 10 5 <NA> <NA> NA NA NA NA 33064.715 0
+#> 137 10 6 <NA> <NA> NA NA NA NA 62966.773 0
+#> 138 10 7 <NA> <NA> NA NA NA NA 37248.314 0
+#> 139 10 8 <NA> <NA> NA NA NA NA 14068.571 0
+#> 140 10 9 <NA> <NA> NA NA NA NA 31809.990 0
+#> 141 10 10 <NA> <NA> NA NA NA NA 26382.558 0
+#> 142 10 11 <NA> <NA> NA NA NA NA 414984.729 501
+#> 143 10 12 <NA> <NA> NA NA NA NA 96627.748 0
+#> 144 11 0 overall <= 69.5 145 152 156 NA 501
+#> 145 11 1 overall <= 60.5 146 147 151 NA 0
+#> 146 11 2 <NA> <NA> NA NA NA NA 13611.220 0
+#> 147 11 3 potential <= 65.5 148 149 150 NA 0
+#> 148 11 4 <NA> <NA> NA NA NA NA 24679.338 0
+#> 149 11 5 <NA> <NA> NA NA NA NA 33022.334 0
+#> 150 11 6 <NA> <NA> NA NA NA NA 31479.284 0
+#> 151 11 7 <NA> <NA> NA NA NA NA 26219.126 0
+#> 152 11 8 potential <= 73.5 153 154 155 NA 501
+#> 153 11 9 <NA> <NA> NA NA NA NA 8604.917 0
+#> 154 11 10 <NA> <NA> NA NA NA NA 312188.052 501
+#> 155 11 11 <NA> <NA> NA NA NA NA 218917.250 0
+#> 156 11 12 <NA> <NA> NA NA NA NA 86269.926 0
+#> 157 12 0 overall <= 72.5 158 168 169 NA 501
+#> 158 12 1 shooting <= 55.5 159 160 167 NA 0
+#> 159 12 2 <NA> <NA> NA NA NA NA 24306.422 0
+#> 160 12 3 age <= 30.5 161 165 166 NA 0
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+#> 165 12 8 <NA> <NA> NA NA NA NA 12341.549 0
+#> 166 12 9 <NA> <NA> NA NA NA NA 33233.106 0
+#> 167 12 10 <NA> <NA> NA NA NA NA 16037.323 0
+#> 168 12 11 <NA> <NA> NA NA NA NA 349267.451 501
+#> 169 12 12 <NA> <NA> NA NA NA NA 84709.005 0
+#> 170 13 0 potential <= 75.5 171 178 182 NA 501
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+#> 172 13 2 <NA> <NA> NA NA NA NA 23978.506 0
+#> 173 13 3 age <= 30.5 174 175 176 NA 0
+#> 174 13 4 <NA> <NA> NA NA NA NA 36201.931 0
+#> 175 13 5 <NA> <NA> NA NA NA NA 10539.582 0
+#> 176 13 6 <NA> <NA> NA NA NA NA 31348.209 0
+#> 177 13 7 <NA> <NA> NA NA NA NA 16259.070 0
+#> 178 13 8 overall <= 68.5 179 180 181 NA 501
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+#> 180 13 10 <NA> <NA> NA NA NA NA 367840.706 501
+#> 181 13 11 <NA> <NA> NA NA NA NA 269547.652 0
+#> 182 13 12 <NA> <NA> NA NA NA NA 86265.659 0
+#> 183 14 0 overall <= 73.5 184 194 195 NA 501
+#> 184 14 1 overall <= 59.5 185 186 193 NA 0
+#> 185 14 2 <NA> <NA> NA NA NA NA 16080.655 0
+#> 186 14 3 age <= 28.5 187 191 192 NA 0
+#> 187 14 4 potential <= 65.5 188 189 190 NA 0
+#> 188 14 5 <NA> <NA> NA NA NA NA 29046.499 0
+#> 189 14 6 <NA> <NA> NA NA NA NA 35755.261 0
+#> 190 14 7 <NA> <NA> NA NA NA NA 35168.189 0
+#> 191 14 8 <NA> <NA> NA NA NA NA 20958.966 0
+#> 192 14 9 <NA> <NA> NA NA NA NA 31298.087 0
+#> 193 14 10 <NA> <NA> NA NA NA NA 28371.207 0
+#> 194 14 11 <NA> <NA> NA NA NA NA 434556.635 501
+#> 195 14 12 <NA> <NA> NA NA NA NA 88861.235 0
+#> 196 15 0 overall <= 73.5 197 207 208 NA 501
+#> 197 15 1 overall <= 59.5 198 199 206 NA 0
+#> 198 15 2 <NA> <NA> NA NA NA NA 17972.590 0
+#> 199 15 3 age <= 30.5 200 204 205 NA 0
+#> 200 15 4 potential <= 64.5 201 202 203 NA 0
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+#> 203 15 7 <NA> <NA> NA NA NA NA 34570.408 0
+#> 204 15 8 <NA> <NA> NA NA NA NA 13359.026 0
+#> 205 15 9 <NA> <NA> NA NA NA NA 31140.041 0
+#> 206 15 10 <NA> <NA> NA NA NA NA 28633.717 0
+#> 207 15 11 <NA> <NA> NA NA NA NA 394600.972 501
+#> 208 15 12 <NA> <NA> NA NA NA NA 81132.138 0
+#> 209 16 0 potential <= 78.5 210 220 221 NA 501
+#> 210 16 1 overall <= 60.5 211 212 219 NA 0
+#> 211 16 2 <NA> <NA> NA NA NA NA 21310.905 0
+#> 212 16 3 age <= 31.5 213 217 218 NA 0
+#> 213 16 4 shooting <= 60.5 214 215 216 NA 0
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+#> 215 16 6 <NA> <NA> NA NA NA NA 39692.838 0
+#> 216 16 7 <NA> <NA> NA NA NA NA 29120.526 0
+#> 217 16 8 <NA> <NA> NA NA NA NA 7599.189 0
+#> 218 16 9 <NA> <NA> NA NA NA NA 30653.363 0
+#> 219 16 10 <NA> <NA> NA NA NA NA 28531.365 0
+#> 220 16 11 <NA> <NA> NA NA NA NA 308640.875 501
+#> 221 16 12 <NA> <NA> NA NA NA NA 66016.202 0
+#> 222 17 0 overall <= 73.5 223 233 234 NA 501
+#> 223 17 1 overall <= 59.5 224 225 232 NA 0
+#> 224 17 2 <NA> <NA> NA NA NA NA 21044.240 0
+#> 225 17 3 potential <= 64.5 226 227 231 NA 0
+#> 226 17 4 <NA> <NA> NA NA NA NA 27654.111 0
+#> 227 17 5 defending <= 63.5 228 229 230 NA 0
+#> 228 17 6 <NA> <NA> NA NA NA NA 35860.774 0
+#> 229 17 7 <NA> <NA> NA NA NA NA 24397.400 0
+#> 230 17 8 <NA> <NA> NA NA NA NA 28087.803 0
+#> 231 17 9 <NA> <NA> NA NA NA NA 31421.707 0
+#> 232 17 10 <NA> <NA> NA NA NA NA 29446.122 0
+#> 233 17 11 <NA> <NA> NA NA NA NA 331276.787 501
+#> 234 17 12 <NA> <NA> NA NA NA NA 73305.529 0
+#> 235 18 0 overall <= 59.5 236 237 247 NA 501
+#> 236 18 1 <NA> <NA> NA NA NA NA 22439.816 0
+#> 237 18 2 overall <= 74.5 238 245 246 NA 501
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+#> 242 18 7 <NA> <NA> NA NA NA NA 30039.613 0
+#> 243 18 8 <NA> <NA> NA NA NA NA 14802.958 0
+#> 244 18 9 <NA> <NA> NA NA NA NA 31132.524 0
+#> 245 18 10 <NA> <NA> NA NA NA NA 401649.109 501
+#> 246 18 11 <NA> <NA> NA NA NA NA 82174.562 0
+#> 247 18 12 <NA> <NA> NA NA NA NA 72259.078 0
+#> 248 19 0 overall <= 74.5 249 259 260 NA 501
+#> 249 19 1 overall <= 58.5 250 251 258 NA 0
+#> 250 19 2 <NA> <NA> NA NA NA NA 22695.834 0
+#> 251 19 3 potential <= 64.5 252 253 257 NA 0
+#> 252 19 4 <NA> <NA> NA NA NA NA 28756.638 0
+#> 253 19 5 defending <= 64.5 254 255 256 NA 0
+#> 254 19 6 <NA> <NA> NA NA NA NA 35920.501 0
+#> 255 19 7 <NA> <NA> NA NA NA NA 23923.885 0
+#> 256 19 8 <NA> <NA> NA NA NA NA 28544.037 0
+#> 257 19 9 <NA> <NA> NA NA NA NA 31882.472 0
+#> 258 19 10 <NA> <NA> NA NA NA NA 30497.918 0
+#> 259 19 11 <NA> <NA> NA NA NA NA 364984.198 501
+#> 260 19 12 <NA> <NA> NA NA NA NA 70172.185 0
# }
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