diff --git a/experiments/boston/stage1/params.json b/experiments/boston/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b530a1131567dc32b0e6274dbda45f143ce4cab
--- /dev/null
+++ b/experiments/boston/stage1/params.json
@@ -0,0 +1,28 @@
+{
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\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/params.json b/experiments/breast_cancer/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2bca84adc1377209cdc03c17d8a3d965bf233da
--- /dev/null
+++ b/experiments/breast_cancer/stage1/params.json
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+{
+ "scorer": "accuracy",
+ "best_score_train": 0.9562271062271059,
+ "best_score_test": 0.9514619883040936,
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\ No newline at end of file
diff --git a/experiments/california_housing/stage1/params.json b/experiments/california_housing/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..617c93c1725070111e2ac5a0292ef450c389df3c
--- /dev/null
+++ b/experiments/california_housing/stage1/params.json
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+{
+ "scorer": "neg_mean_squared_error",
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+}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/params.json b/experiments/diabetes/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ade87a85a4ae7ca8a30eeea974173163e576848
--- /dev/null
+++ b/experiments/diabetes/stage1/params.json
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+{
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\ No newline at end of file
diff --git a/experiments/diamonds/stage1/params.json b/experiments/diamonds/stage1/params.json
new file mode 100644
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--- /dev/null
+++ b/experiments/diamonds/stage1/params.json
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+{
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\ No newline at end of file
diff --git a/experiments/digits/stage1/params.json b/experiments/digits/stage1/params.json
new file mode 100644
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--- /dev/null
+++ b/experiments/digits/stage1/params.json
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+{
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\ No newline at end of file
diff --git a/experiments/iris/stage1/params.json b/experiments/iris/stage1/params.json
new file mode 100644
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--- /dev/null
+++ b/experiments/iris/stage1/params.json
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+{
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\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/params.json b/experiments/lfw_pairs/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..44037fe5096d52ae44f103cf579c63fe735f6fc8
--- /dev/null
+++ b/experiments/lfw_pairs/stage1/params.json
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+{
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\ No newline at end of file
diff --git a/experiments/linnerud/stage1/params.json b/experiments/linnerud/stage1/params.json
new file mode 100644
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--- /dev/null
+++ b/experiments/linnerud/stage1/params.json
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+{
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\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/params.json b/experiments/olivetti_faces/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9d83bfd06cf6a9f18bb319538626b322f5b5b7b
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+++ b/experiments/olivetti_faces/stage1/params.json
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+{
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\ No newline at end of file
diff --git a/experiments/wine/stage1/params.json b/experiments/wine/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ede59c2abaa9ee572d84cd256eedb226ac80773
--- /dev/null
+++ b/experiments/wine/stage1/params.json
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+{
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\ No newline at end of file