From dd5e9cde174ee9d5ab78536f915695306b36d731 Mon Sep 17 00:00:00 2001
From: "leo.bouscarrat" <leo.bouscarrat@bolt2.localdomain>
Date: Fri, 6 Mar 2020 22:03:48 +0100
Subject: [PATCH] Some new results

---
 .../boston/stage4/none_with_params.json       |   5 ++---
 .../boston/stage4/omp_with_params.json        |   5 ++---
 .../boston/stage4/random_with_params.json     |   5 ++---
 .../stage4/none_with_params.json              |   5 ++---
 .../breast_cancer/stage4/omp_with_params.json |   5 ++---
 .../stage4/random_with_params.json            |   5 ++---
 .../diabetes/stage4/none_with_params.json     |   5 ++---
 .../diabetes/stage4/omp_with_params.json      |   5 ++---
 .../diabetes/stage4/random_with_params.json   |   5 ++---
 .../diamonds/stage4/none_with_params.json     |   5 ++---
 .../diamonds/stage4/omp_with_params.json      |   5 ++---
 .../diamonds/stage4/random_with_params.json   |   5 ++---
 .../digits/stage4/none_with_params.json       |   5 ++---
 .../digits/stage4/omp_with_params.json        |   5 ++---
 .../digits/stage4/random_with_params.json     |   5 ++---
 experiments/iris/stage4/none_with_params.json |   5 ++---
 experiments/iris/stage4/omp_with_params.json  |   5 ++---
 .../iris/stage4/random_with_params.json       |   5 ++---
 .../kin8nm/stage4/none_with_params.json       |   5 ++---
 .../kin8nm/stage4/omp_with_params.json        |   5 ++---
 .../kin8nm/stage4/random_with_params.json     |   5 ++---
 .../kr-vs-kp/stage4/none_with_params.json     |   5 ++---
 .../kr-vs-kp/stage4/omp_with_params.json      |   5 ++---
 .../kr-vs-kp/stage4/random_with_params.json   |   5 ++---
 .../stage4/none_with_params.json              |   5 ++---
 .../stage4/omp_with_params.json               |   5 ++---
 .../stage4/random_with_params.json            |   5 ++---
 .../steel-plates/stage4/none_with_params.json |   5 ++---
 .../steel-plates/stage4/omp_with_params.json  |   5 ++---
 .../stage4/random_with_params.json            |   5 ++---
 experiments/wine/stage4/none_with_params.json |   5 ++---
 experiments/wine/stage4/omp_with_params.json  |   5 ++---
 .../wine/stage4/random_with_params.json       |   5 ++---
 results/boston/stage4_fix/losses.png          | Bin 35251 -> 36395 bytes
 results/breast_cancer/stage4_fix/losses.png   | Bin 44954 -> 47337 bytes
 results/digits/stage4_fix/losses.png          | Bin 46088 -> 50044 bytes
 results/iris/stage4_fix/losses.png            | Bin 31888 -> 46545 bytes
 results/kin8nm/stage4_fix/losses.png          | Bin 51664 -> 48902 bytes
 results/kr-vs-kp/stage4_fix/losses.png        | Bin 63328 -> 66300 bytes
 results/olivetti_faces/stage4_fix/losses.png  | Bin 33801 -> 35387 bytes
 results/spambase/stage4_fix/losses.png        | Bin 62639 -> 65991 bytes
 results/steel-plates/stage4_fix/losses.png    | Bin 50553 -> 55646 bytes
 results/wine/stage4_fix/losses.png            | Bin 33965 -> 39164 bytes
 scripts/run_compute_results.sh                |   3 ++-
 scripts/run_stage4_experiments.sh             |   8 ++++----
 45 files changed, 72 insertions(+), 104 deletions(-)

diff --git a/experiments/boston/stage4/none_with_params.json b/experiments/boston/stage4/none_with_params.json
index ba056e1..b0c35cd 100644
--- a/experiments/boston/stage4/none_with_params.json
+++ b/experiments/boston/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/boston/stage4/omp_with_params.json b/experiments/boston/stage4/omp_with_params.json
index 0c393f6..196f035 100644
--- a/experiments/boston/stage4/omp_with_params.json
+++ b/experiments/boston/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/boston/stage4/random_with_params.json b/experiments/boston/stage4/random_with_params.json
index 0258396..d9c8308 100644
--- a/experiments/boston/stage4/random_with_params.json
+++ b/experiments/boston/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/breast_cancer/stage4/none_with_params.json b/experiments/breast_cancer/stage4/none_with_params.json
index 4b4d46e..03fb21f 100644
--- a/experiments/breast_cancer/stage4/none_with_params.json
+++ b/experiments/breast_cancer/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/breast_cancer/stage4/omp_with_params.json b/experiments/breast_cancer/stage4/omp_with_params.json
index 287b55e..28a56ab 100644
--- a/experiments/breast_cancer/stage4/omp_with_params.json
+++ b/experiments/breast_cancer/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/breast_cancer/stage4/random_with_params.json b/experiments/breast_cancer/stage4/random_with_params.json
index 34f70d8..597798d 100644
--- a/experiments/breast_cancer/stage4/random_with_params.json
+++ b/experiments/breast_cancer/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/diabetes/stage4/none_with_params.json b/experiments/diabetes/stage4/none_with_params.json
index 4f89e2e..fc22d56 100644
--- a/experiments/diabetes/stage4/none_with_params.json
+++ b/experiments/diabetes/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         4,
         7,
diff --git a/experiments/diabetes/stage4/omp_with_params.json b/experiments/diabetes/stage4/omp_with_params.json
index c0a85a5..1cd7c3b 100644
--- a/experiments/diabetes/stage4/omp_with_params.json
+++ b/experiments/diabetes/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         4,
         7,
diff --git a/experiments/diabetes/stage4/random_with_params.json b/experiments/diabetes/stage4/random_with_params.json
index 6684ed2..84bd44e 100644
--- a/experiments/diabetes/stage4/random_with_params.json
+++ b/experiments/diabetes/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         4,
         7,
diff --git a/experiments/diamonds/stage4/none_with_params.json b/experiments/diamonds/stage4/none_with_params.json
index fedf40d..53df012 100644
--- a/experiments/diamonds/stage4/none_with_params.json
+++ b/experiments/diamonds/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         14,
         29,
diff --git a/experiments/diamonds/stage4/omp_with_params.json b/experiments/diamonds/stage4/omp_with_params.json
index 52d8cf7..002ca26 100644
--- a/experiments/diamonds/stage4/omp_with_params.json
+++ b/experiments/diamonds/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         14,
         29,
diff --git a/experiments/diamonds/stage4/random_with_params.json b/experiments/diamonds/stage4/random_with_params.json
index 9089cbb..c83a685 100644
--- a/experiments/diamonds/stage4/random_with_params.json
+++ b/experiments/diamonds/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         14,
         29,
diff --git a/experiments/digits/stage4/none_with_params.json b/experiments/digits/stage4/none_with_params.json
index 599a191..76846a3 100644
--- a/experiments/digits/stage4/none_with_params.json
+++ b/experiments/digits/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/digits/stage4/omp_with_params.json b/experiments/digits/stage4/omp_with_params.json
index 45d968b..db869b3 100644
--- a/experiments/digits/stage4/omp_with_params.json
+++ b/experiments/digits/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/digits/stage4/random_with_params.json b/experiments/digits/stage4/random_with_params.json
index e96b311..48b67e4 100644
--- a/experiments/digits/stage4/random_with_params.json
+++ b/experiments/digits/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/iris/stage4/none_with_params.json b/experiments/iris/stage4/none_with_params.json
index 2df5617..fbe1024 100644
--- a/experiments/iris/stage4/none_with_params.json
+++ b/experiments/iris/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/iris/stage4/omp_with_params.json b/experiments/iris/stage4/omp_with_params.json
index ffddfac..ad1e343 100644
--- a/experiments/iris/stage4/omp_with_params.json
+++ b/experiments/iris/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/iris/stage4/random_with_params.json b/experiments/iris/stage4/random_with_params.json
index c50daa8..31acb39 100644
--- a/experiments/iris/stage4/random_with_params.json
+++ b/experiments/iris/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/kin8nm/stage4/none_with_params.json b/experiments/kin8nm/stage4/none_with_params.json
index 95f0f54..db480f9 100644
--- a/experiments/kin8nm/stage4/none_with_params.json
+++ b/experiments/kin8nm/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/kin8nm/stage4/omp_with_params.json b/experiments/kin8nm/stage4/omp_with_params.json
index 03136cb..d365b23 100644
--- a/experiments/kin8nm/stage4/omp_with_params.json
+++ b/experiments/kin8nm/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/kin8nm/stage4/random_with_params.json b/experiments/kin8nm/stage4/random_with_params.json
index 18a553f..1503411 100644
--- a/experiments/kin8nm/stage4/random_with_params.json
+++ b/experiments/kin8nm/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/kr-vs-kp/stage4/none_with_params.json b/experiments/kr-vs-kp/stage4/none_with_params.json
index cd0bbd7..c3ed6c0 100644
--- a/experiments/kr-vs-kp/stage4/none_with_params.json
+++ b/experiments/kr-vs-kp/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/kr-vs-kp/stage4/omp_with_params.json b/experiments/kr-vs-kp/stage4/omp_with_params.json
index ac4d8c6..1be3d0d 100644
--- a/experiments/kr-vs-kp/stage4/omp_with_params.json
+++ b/experiments/kr-vs-kp/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/kr-vs-kp/stage4/random_with_params.json b/experiments/kr-vs-kp/stage4/random_with_params.json
index f471871..08fec7e 100644
--- a/experiments/kr-vs-kp/stage4/random_with_params.json
+++ b/experiments/kr-vs-kp/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/olivetti_faces/stage4/none_with_params.json b/experiments/olivetti_faces/stage4/none_with_params.json
index 3fca3b0..e7faf2b 100644
--- a/experiments/olivetti_faces/stage4/none_with_params.json
+++ b/experiments/olivetti_faces/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/olivetti_faces/stage4/omp_with_params.json b/experiments/olivetti_faces/stage4/omp_with_params.json
index 136133d..7f576ff 100644
--- a/experiments/olivetti_faces/stage4/omp_with_params.json
+++ b/experiments/olivetti_faces/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/olivetti_faces/stage4/random_with_params.json b/experiments/olivetti_faces/stage4/random_with_params.json
index 2a2ab9a..7ced47f 100644
--- a/experiments/olivetti_faces/stage4/random_with_params.json
+++ b/experiments/olivetti_faces/stage4/random_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/steel-plates/stage4/none_with_params.json b/experiments/steel-plates/stage4/none_with_params.json
index 8f4b9a0..33db06f 100644
--- a/experiments/steel-plates/stage4/none_with_params.json
+++ b/experiments/steel-plates/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
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     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/steel-plates/stage4/omp_with_params.json b/experiments/steel-plates/stage4/omp_with_params.json
index ffaa72f..70882f7 100644
--- a/experiments/steel-plates/stage4/omp_with_params.json
+++ b/experiments/steel-plates/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
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         67,
diff --git a/experiments/steel-plates/stage4/random_with_params.json b/experiments/steel-plates/stage4/random_with_params.json
index a86d432..4838e4f 100644
--- a/experiments/steel-plates/stage4/random_with_params.json
+++ b/experiments/steel-plates/stage4/random_with_params.json
@@ -17,9 +17,7 @@
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         3,
         4,
-        5,
-        6,
-        7
+        5
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     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "random",
+    "overwrite": true,
     "extracted_forest_size": [
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         67,
diff --git a/experiments/wine/stage4/none_with_params.json b/experiments/wine/stage4/none_with_params.json
index 2621fec..e5a882f 100644
--- a/experiments/wine/stage4/none_with_params.json
+++ b/experiments/wine/stage4/none_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
-        7
+        5
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     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -31,6 +29,7 @@
     ],
     "job_number": -1,
     "extraction_strategy": "none",
+    "overwrite": true,
     "extracted_forest_size": [
         33,
         67,
diff --git a/experiments/wine/stage4/omp_with_params.json b/experiments/wine/stage4/omp_with_params.json
index a5ff257..94f22fc 100644
--- a/experiments/wine/stage4/omp_with_params.json
+++ b/experiments/wine/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
         2,
         3,
         4,
-        5,
-        6,
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+        5
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     "normalize_weights": false,
@@ -31,6 +29,7 @@
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     "job_number": -1,
     "extraction_strategy": "omp",
+    "overwrite": true,
     "extracted_forest_size": [
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         67,
diff --git a/experiments/wine/stage4/random_with_params.json b/experiments/wine/stage4/random_with_params.json
index f344a10..43442b1 100644
--- a/experiments/wine/stage4/random_with_params.json
+++ b/experiments/wine/stage4/random_with_params.json
@@ -17,9 +17,7 @@
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-        6,
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+        5
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@@ -31,6 +29,7 @@
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     "extraction_strategy": "random",
+    "overwrite": true,
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diff --git a/results/boston/stage4_fix/losses.png b/results/boston/stage4_fix/losses.png
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diff --git a/scripts/run_compute_results.sh b/scripts/run_compute_results.sh
index 1093c02..d82e263 100644
--- a/scripts/run_compute_results.sh
+++ b/scripts/run_compute_results.sh
@@ -1,4 +1,5 @@
-for dataset in california_housing
+for dataset in breast_cancer diabetes diamonds boston steel-plates kr-vs-kp digits iris kin8nm olivetti_faces wine spambase
+#for dataset in california_housing
 #for dataset in breast_cancer diabetes diamonds california_housing boston linnerud steel-plates kr-vs-kp digits iris kin8nm olivetti_faces wine spambase
 do
     python code/compute_results.py --stage=4 --experiment_ids 1 2 3 --dataset_name=$dataset --models_dir=models/$dataset/stage4
diff --git a/scripts/run_stage4_experiments.sh b/scripts/run_stage4_experiments.sh
index 4ea2420..751bf24 100644
--- a/scripts/run_stage4_experiments.sh
+++ b/scripts/run_stage4_experiments.sh
@@ -3,12 +3,12 @@ core_number=5
 walltime=1:00
 seeds='1 2 3 4 5'
 
-for dataset in california_housing
+#for dataset in california_housing
 #for dataset in kin8nm
 #for dataset in gamma
-#for dataset in breast_cancer diabetes diamonds california_housing boston linnerud steel-plates kr-vs-kp digits iris kin8nm lfw_pairs linnerud olivetti_faces wine spambase gamma
+for dataset in breast_cancer diabetes diamonds boston steel-plates kr-vs-kp digits iris kin8nm olivetti_faces wine spambase 
 do
     oarsub -p "(gpu is null)" -n "$dataset base" -l /core=1,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=none --save_experiment_configuration 4 none_with_params --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=1 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev --overwrite"
-    #oarsub -p "(gpu is null)" -n "$dataset random" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --save_experiment_configuration 4 random_with_params --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev --overwrite"
-    #oarsub -p "(gpu is null)" -n "$dataset omp" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=omp --save_experiment_configuration 4 omp_with_params --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=3 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev --overwrite"
+    oarsub -p "(gpu is null)" -n "$dataset random" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --save_experiment_configuration 4 random_with_params --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev --overwrite"
+    oarsub -p "(gpu is null)" -n "$dataset omp" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=omp --save_experiment_configuration 4 omp_with_params --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=3 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev --overwrite"
 done
-- 
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