From d3899851de82c814b094e05ae73b6cc55b90c230 Mon Sep 17 00:00:00 2001
From: GiacomoFabrini <65025875+GiacomoFabrini@users.noreply.github.com>
Date: Wed, 27 Apr 2022 18:28:47 +0100
Subject: [PATCH 1/7] Add files via upload

Optimised XGB Regressor via Randomised CV Search
---
 task_1_predictions.csv | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)
 create mode 100644 task_1_predictions.csv

diff --git a/task_1_predictions.csv b/task_1_predictions.csv
new file mode 100644
index 0000000..e8f7087
--- /dev/null
+++ b/task_1_predictions.csv
@@ -0,0 +1,29 @@
+-0.42170906
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From 7011bc7ac2e7a791e03e0eca8e522dc65a20b410 Mon Sep 17 00:00:00 2001
From: GiacomoFabrini <65025875+GiacomoFabrini@users.noreply.github.com>
Date: Wed, 27 Apr 2022 18:33:37 +0100
Subject: [PATCH 2/7] Add files via upload

Optimised XGB Regressor ensembles with other regressor (see Erik), then trained on the overall training dataset
---
 task_1_predictions.csv | 58 +++++++++++++++++++++---------------------
 1 file changed, 29 insertions(+), 29 deletions(-)

diff --git a/task_1_predictions.csv b/task_1_predictions.csv
index e8f7087..129b4ab 100644
--- a/task_1_predictions.csv
+++ b/task_1_predictions.csv
@@ -1,29 +1,29 @@
--0.42170906
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--0.802917
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From 2141a5f0f1447f7b6a943946446713ac85f04d00 Mon Sep 17 00:00:00 2001
From: GiacomoFabrini <65025875+GiacomoFabrini@users.noreply.github.com>
Date: Wed, 27 Apr 2022 18:38:25 +0100
Subject: [PATCH 3/7] Add files via upload

Removed XGB Regressor
---
 task_1_predictions.csv | 58 +++++++++++++++++++++---------------------
 1 file changed, 29 insertions(+), 29 deletions(-)

diff --git a/task_1_predictions.csv b/task_1_predictions.csv
index 129b4ab..b93026f 100644
--- a/task_1_predictions.csv
+++ b/task_1_predictions.csv
@@ -1,29 +1,29 @@
--0.4396801182549736
--0.1203125636321307
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From 88c136c87737ae20867a0ce3cfa2b43c457ca3f8 Mon Sep 17 00:00:00 2001
From: GiacomoFabrini <65025875+GiacomoFabrini@users.noreply.github.com>
Date: Wed, 27 Apr 2022 20:41:37 +0100
Subject: [PATCH 4/7] Add files via upload

XGB regressor with feature engineering
---
 task_1_predictions.csv | 58 +++++++++++++++++++++---------------------
 1 file changed, 29 insertions(+), 29 deletions(-)

diff --git a/task_1_predictions.csv b/task_1_predictions.csv
index b93026f..c66ce67 100644
--- a/task_1_predictions.csv
+++ b/task_1_predictions.csv
@@ -1,29 +1,29 @@
--0.43775762187499295
--0.1672659779241086
--0.37741953764956426
--0.1755992857487923
--0.2183346794432111
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--0.6894256040178053
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--1.4031852572603145
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From 1c806eb1803816807f8d105ae550ce4c26bb8527 Mon Sep 17 00:00:00 2001
From: GiacomoFabrini <65025875+GiacomoFabrini@users.noreply.github.com>
Date: Thu, 28 Apr 2022 12:22:53 +0100
Subject: [PATCH 5/7] Add files via upload

Ensemble with SVR, NuSVR, XGB after GridSearchCV
---
 task_1_predictions.csv | 58 +++++++++++++++++++++---------------------
 1 file changed, 29 insertions(+), 29 deletions(-)

diff --git a/task_1_predictions.csv b/task_1_predictions.csv
index c66ce67..6701872 100644
--- a/task_1_predictions.csv
+++ b/task_1_predictions.csv
@@ -1,29 +1,29 @@
--0.44191206
--0.3944798
--0.09322667
--0.1708644
--0.30529588
--1.1815926
--1.1826818
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--0.28877467
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--1.5615797
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--2.1709752
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From f83da5ea1abda3e33574b5aaa5220a809ab9fab4 Mon Sep 17 00:00:00 2001
From: GiacomoFabrini <65025875+GiacomoFabrini@users.noreply.github.com>
Date: Thu, 28 Apr 2022 12:25:29 +0100
Subject: [PATCH 6/7] Add files via upload

---
 task_1_predictions.csv | 58 +++++++++++++++++++++---------------------
 1 file changed, 29 insertions(+), 29 deletions(-)

diff --git a/task_1_predictions.csv b/task_1_predictions.csv
index 6701872..1b62980 100644
--- a/task_1_predictions.csv
+++ b/task_1_predictions.csv
@@ -1,29 +1,29 @@
--1.772971209264994
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From 72bf0e6b7feba0994f3c50cdc10644ef3d6160d3 Mon Sep 17 00:00:00 2001
From: GiacomoFabrini <65025875+GiacomoFabrini@users.noreply.github.com>
Date: Thu, 28 Apr 2022 13:23:53 +0100
Subject: [PATCH 7/7] Add files via upload

---
 task_2_predictions.csv | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)
 create mode 100644 task_2_predictions.csv

diff --git a/task_2_predictions.csv b/task_2_predictions.csv
new file mode 100644
index 0000000..4e15cd5
--- /dev/null
+++ b/task_2_predictions.csv
@@ -0,0 +1,29 @@
+-1.0650689181838608
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