diff --git a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev.json b/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev.json
deleted file mode 100644
index b6dd49c4a7f9ef9b8ae97c1ac578d35f0a47c171..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train+dev,train+dev",
-    "normalize_weights": false
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_normalize-D.json b/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_normalize-D.json
deleted file mode 100644
index 8d50e1964663c6f4cd88efc2e7c85e4e19b2ced3..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_normalize-D.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train+dev,train+dev",
-    "normalize_weights": false
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_normalize-D_weights-normalization.json b/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_normalize-D_weights-normalization.json
deleted file mode 100644
index 2e7b19ec64d0d36048022df069377e3cb3b0d88e..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_normalize-D_weights-normalization.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train+dev,train+dev",
-    "normalize_weights": true
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_weights-normalization.json b/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_weights-normalization.json
deleted file mode 100644
index c0fa623dadbb7a142c9f3916428e225dea94ddba..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train+dev,train+dev/boston_train+dev,train+dev_weights-normalization.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train+dev,train+dev",
-    "normalize_weights": true
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,dev/boston_train,dev.json b/experiments/boston/stage3/train,dev/boston_train,dev.json
deleted file mode 100644
index 0ffac35eb43a7568bb14a85010e538b094490b72..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,dev/boston_train,dev.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,dev",
-    "normalize_weights": false
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,dev/boston_train,dev_normalize-D.json b/experiments/boston/stage3/train,dev/boston_train,dev_normalize-D.json
deleted file mode 100644
index d7f1c2e8427278615e76b7dc734c8936bef6fe57..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,dev/boston_train,dev_normalize-D.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,dev",
-    "normalize_weights": false
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,dev/boston_train,dev_normalize-D_weights-normalization.json b/experiments/boston/stage3/train,dev/boston_train,dev_normalize-D_weights-normalization.json
deleted file mode 100644
index 824133af36f3c226799c3d5d025f3cfab9fbd421..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,dev/boston_train,dev_normalize-D_weights-normalization.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,dev",
-    "normalize_weights": true
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,dev/boston_train,dev_weights-normalization.json b/experiments/boston/stage3/train,dev/boston_train,dev_weights-normalization.json
deleted file mode 100644
index 45e91739f838f6c1dbcc94e6dd5da136eca08f1d..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,dev/boston_train,dev_weights-normalization.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,dev",
-    "normalize_weights": true
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,train+dev/boston_train,train+dev.json b/experiments/boston/stage3/train,train+dev/boston_train,train+dev.json
deleted file mode 100644
index 4da1e6d4b9b10d620b23adee3a6b1719078da01d..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,train+dev/boston_train,train+dev.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,train+dev",
-    "normalize_weights": false
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,train+dev/boston_train,train+dev_normalize-D.json b/experiments/boston/stage3/train,train+dev/boston_train,train+dev_normalize-D.json
deleted file mode 100644
index ccc9befa778ccac3eb5d9efeebaa3fb8f1624c61..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,train+dev/boston_train,train+dev_normalize-D.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,train+dev",
-    "normalize_weights": false
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,train+dev/boston_train,train+dev_normalize-D_weights-normalization.json b/experiments/boston/stage3/train,train+dev/boston_train,train+dev_normalize-D_weights-normalization.json
deleted file mode 100644
index 93c0082c477841a765b3feb4bda6d4529ee14dcc..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,train+dev/boston_train,train+dev_normalize-D_weights-normalization.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,train+dev",
-    "normalize_weights": true
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train,train+dev/boston_train,train+dev_weights-normalization.json b/experiments/boston/stage3/train,train+dev/boston_train,train+dev_weights-normalization.json
deleted file mode 100644
index ed3bf0823c1d2c7b6da82f9554b492820ca9c638..0000000000000000000000000000000000000000
--- a/experiments/boston/stage3/train,train+dev/boston_train,train+dev_weights-normalization.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-    "dataset_name": "boston",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": 100,
-    "extracted_forest_size": [
-        10,
-        20,
-        30
-    ],
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 3,
-    "seeds": null,
-    "subsets_used": "train,train+dev",
-    "normalize_weights": true
-}
\ No newline at end of file