diff --git a/dvc.lock b/dvc.lock
index f911c86..282d351 100644
--- a/dvc.lock
+++ b/dvc.lock
@@ -154,7 +154,7 @@
   train:
     cmd:
     - mkdir -p models
-    - bin/train-areas.sh 30 "*" 4M
+    - bin/train-areas.sh 60 "LILLE METZ PARIS" 4M
     deps:
     - path: areas
       md5: 025c79e8e821b743ea5f9a2820c8d9f5.dir
@@ -174,24 +174,24 @@
       size: 964
     outs:
     - path: models
-      md5: 6195e3d34a21149180cd46363d049d6b.dir
-      size: 195517888
-      nfiles: 96
+      md5: 0316b065e00a0ff4721b532e8e124a27.dir
+      size: 15617069
+      nfiles: 6
   evaluate:
     cmd:
-    - bin/evaluate-areas.sh
+    - bin/evaluate-areas.sh "LILLE METZ PARIS"
     deps:
     - path: bin/evaluate-areas.sh
       md5: 6c7cbe18d0f52b876a7bc8cdc9f9ad41
       size: 1125
     - path: models
-      md5: 6195e3d34a21149180cd46363d049d6b.dir
-      size: 195517888
-      nfiles: 96
+      md5: 0316b065e00a0ff4721b532e8e124a27.dir
+      size: 15617069
+      nfiles: 6
     outs:
     - path: metrics.json
-      md5: d872a11b4d335b589fa9ed25cf4b43dc
+      md5: 392281e19c45feb05a16f09ab519a3ef
       size: 74
     - path: precision.json
-      md5: 364219f1383bd275d2db5d72fb24ce83
-      size: 2871
+      md5: 7671b9c2c3db4383bd2e39bb9cc88ac2
+      size: 167
diff --git a/metrics.json b/metrics.json
index 55ac100..6177750 100644
--- a/metrics.json
+++ b/metrics.json
@@ -1,6 +1,6 @@
 {
-  "mean": 0.259273,
-  "median": 0.21,
-  "min": 0.0674,
-  "max": 0.828
+  "mean": 0.200333,
+  "median": 0.179,
+  "min": 0.103,
+  "max": 0.319
 }
diff --git a/metrics.tsv b/metrics.tsv
index 9863543..9931999 100644
--- a/metrics.tsv
+++ b/metrics.tsv
@@ -1,2 +1,2 @@
 mean	median	min	max
-0.259273	0.210000	0.067400	0.828000
+0.200333	0.179000	0.103000	0.319000
diff --git a/params.yaml b/params.yaml
index e663c5b..6e7de0c 100644
--- a/params.yaml
+++ b/params.yaml
@@ -7,6 +7,6 @@
     output: data/area-address-test.tsv
 train:
   fasttext:
-    duration: 30 # seconds
+    duration: 60 # seconds
     modelsize: 4M
-  areas: "*" # "*" or any of ANGERS, ALBI, ...
+  areas: "LILLE METZ PARIS" # "*" or any of ANGERS, ALBI, ..., or a list "LILLE METZ PARIS"
diff --git a/precision.json b/precision.json
index 0f7ce05..2e45662 100644
--- a/precision.json
+++ b/precision.json
@@ -1 +1 @@
-[{"area": "ALBI", "precision": 0.76, "recall": 0.76}, {"area": "ANGERS", "precision": 0.215, "recall": 0.215}, {"area": "ANNECY-LE-VIEUX", "precision": 0.348, "recall": 0.348}, {"area": "AVIGNON", "precision": 0.418, "recall": 0.418}, {"area": "BESANCON", "precision": 0.212, "recall": 0.212}, {"area": "BORDEAUX", "precision": 0.108, "recall": 0.108}, {"area": "BREST", "precision": 0.209, "recall": 0.209}, {"area": "CAEN", "precision": 0.136, "recall": 0.136}, {"area": "CLERMONT-FERRAND", "precision": 0.105, "recall": 0.105}, {"area": "COMPIEGNE", "precision": 0.269, "recall": 0.269}, {"area": "CORTE", "precision": 0.686, "recall": 0.686}, {"area": "DIJON", "precision": 0.157, "recall": 0.157}, {"area": "DURY-LES-AMIENS", "precision": 0.147, "recall": 0.147}, {"area": "GatheredLittleAreas", "precision": 0.0726, "recall": 0.0726}, {"area": "GRENOBLE", "precision": 0.0862, "recall": 0.0862}, {"area": "KOUROU", "precision": 0.828, "recall": 0.828}, {"area": "LANNION", "precision": 0.251, "recall": 0.251}, {"area": "LA-ROCHELLE", "precision": 0.417, "recall": 0.417}, {"area": "LE-BOURGET-DU-LAC", "precision": 0.211, "recall": 0.211}, {"area": "LE-HAVRE", "precision": 0.609, "recall": 0.609}, {"area": "LE-MANS", "precision": 0.417, "recall": 0.417}, {"area": "LILLE", "precision": 0.108, "recall": 0.108}, {"area": "LIMOGES", "precision": 0.29, "recall": 0.29}, {"area": "LYON", "precision": 0.108, "recall": 0.108}, {"area": "MARSEILLE-AIX", "precision": 0.0674, "recall": 0.0674}, {"area": "MAUBEUGE", "precision": 0.714, "recall": 0.714}, {"area": "METZ", "precision": 0.179, "recall": 0.179}, {"area": "MONTPELLIER", "precision": 0.125, "recall": 0.125}, {"area": "MULHOUSE", "precision": 0.396, "recall": 0.396}, {"area": "NANTES", "precision": 0.149, "recall": 0.149}, {"area": "NICE", "precision": 0.23, "recall": 0.23}, {"area": "ORLEANS", "precision": 0.167, "recall": 0.167}, {"area": "PARIS", "precision": 0.254, "recall": 0.254}, {"area": "PAU", "precision": 0.233, "recall": 0.233}, {"area": "PERPIGNAN", "precision": 0.22, "recall": 0.22}, {"area": "POITIERS", "precision": 0.132, "recall": 0.132}, {"area": "REIMS", "precision": 0.294, "recall": 0.294}, {"area": "RENNES", "precision": 0.0837, "recall": 0.0837}, {"area": "ROUEN", "precision": 0.148, "recall": 0.148}, {"area": "SAINT-DENIS", "precision": 0.0796, "recall": 0.0796}, {"area": "SAINT-ETIENNE", "precision": 0.177, "recall": 0.177}, {"area": "SAINT-PAUL-LES-DURANCE", "precision": 0.273, "recall": 0.273}, {"area": "STRASBOURG", "precision": 0.147, "recall": 0.147}, {"area": "TOULOUSE", "precision": 0.132, "recall": 0.132}, {"area": "TOURS", "precision": 0.161, "recall": 0.161}, {"area": "TROYES", "precision": 0.345, "recall": 0.345}, {"area": "VANDOEUVRE-LES-NANCY", "precision": 0.0926, "recall": 0.0926}, {"area": "VILLIERS-EN-BOIS", "precision": 0.478, "recall": 0.478}]
\ No newline at end of file
+[{"area": "LILLE", "precision": 0.103, "recall": 0.103}, {"area": "METZ", "precision": 0.179, "recall": 0.179}, {"area": "PARIS", "precision": 0.319, "recall": 0.319}]
\ No newline at end of file
diff --git a/precision.tsv b/precision.tsv
index 83a2a57..392960e 100644
--- a/precision.tsv
+++ b/precision.tsv
@@ -1,49 +1,4 @@
 area	precision	recall
-ALBI	0.76	0.76
-ANGERS	0.215	0.215
-ANNECY-LE-VIEUX	0.348	0.348
-AVIGNON	0.418	0.418
-BESANCON	0.212	0.212
-BORDEAUX	0.108	0.108
-BREST	0.209	0.209
-CAEN	0.136	0.136
-CLERMONT-FERRAND	0.105	0.105
-COMPIEGNE	0.269	0.269
-CORTE	0.686	0.686
-DIJON	0.157	0.157
-DURY-LES-AMIENS	0.147	0.147
-GatheredLittleAreas	0.0726	0.0726
-GRENOBLE	0.0862	0.0862
-KOUROU	0.828	0.828
-LANNION	0.251	0.251
-LA-ROCHELLE	0.417	0.417
-LE-BOURGET-DU-LAC	0.211	0.211
-LE-HAVRE	0.609	0.609
-LE-MANS	0.417	0.417
-LILLE	0.108	0.108
-LIMOGES	0.29	0.29
-LYON	0.108	0.108
-MARSEILLE-AIX	0.0674	0.0674
-MAUBEUGE	0.714	0.714
+LILLE	0.103	0.103
 METZ	0.179	0.179
-MONTPELLIER	0.125	0.125
-MULHOUSE	0.396	0.396
-NANTES	0.149	0.149
-NICE	0.23	0.23
-ORLEANS	0.167	0.167
-PARIS	0.254	0.254
-PAU	0.233	0.233
-PERPIGNAN	0.22	0.22
-POITIERS	0.132	0.132
-REIMS	0.294	0.294
-RENNES	0.0837	0.0837
-ROUEN	0.148	0.148
-SAINT-DENIS	0.0796	0.0796
-SAINT-ETIENNE	0.177	0.177
-SAINT-PAUL-LES-DURANCE	0.273	0.273
-STRASBOURG	0.147	0.147
-TOULOUSE	0.132	0.132
-TOURS	0.161	0.161
-TROYES	0.345	0.345
-VANDOEUVRE-LES-NANCY	0.0926	0.0926
-VILLIERS-EN-BOIS	0.478	0.478
+PARIS	0.319	0.319