Hello everyone, 
Thanks for participating in our LightAutoML course!

In this competition the task is to predict the cars prices based on information about them.

There are several baselines for this competition:

<ul>
	<li>All zeros baseline</li>
	<li>Mean train price baseline</li>
	<li>Median train price baseline</li>
	<li><a href="https://www.kaggle.com/alexryzhkov/lightautoml-starter-for-hw1">LightAutoML simple baseline</a></li>
	<li><a href="https://www.kaggle.com/alexryzhkov/lightautoml-hw1-better-baseline">LightAutoML real baseline</a></li>
	<li><a href="https://www.kaggle.com/alexryzhkov/lightautoml-hw-1-with-custom-fe">LightAutoML stronger baseline</a></li>
</ul>

Let&#39;s beat all of them!

P.S. If you like LightAutoML, do not forget to support us with the star on <a href="https://github.com/sberbank-ai-lab/LightAutoML">Github</a>.

Predict car prices using LightAutoML framework

Public

Evaluation

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Registration application for Course Season 2021

LightAutoML course homework 1

Predictions

Arsen Badoyan

Vitaly Leontev

Dima Rusak

Mikhail Kuznetsov

Daria Taranenko

Vladimir Averin

Vladislav Savchuk

Kirill Golubev

Andrey Nikitin

Vladimir Panov

Alexander Lekomtsev

Aleksey Savin

Nikolai Stepanov

Pavel Trusov

Valentina Chuvakhina

Kek Kekov

Daria Vorontsova

Roman Metlitsky

LightAutoML the best baseline

Ilona Kovaleva

Kirill

Soslan Tabuev

Kremenevskiy Vladislav

krasnoperov egor

Aleksandr Slavnov

Iurii Bellavin

LightAutoML better baseline

Denis Ivanchuk

Kanban Kaban

Dmitriy Fomkin

Andrii Belas

andrey chapa

Kirill Bubenchikov

LightAutoML simple baseline

OOC Narek Maloyan

Aman Singh

#	Teams (33)	MAE	Last	Entries
1	Arsen Badoyan	1,315.7112395106	9m	50
2	Vitaly Leontev	1,316.5305392576	1y	12
3	Dima Rusak	1,318.2551666266	1y	1
4	Mikhail Kuznetsov	1,318.678719371	1y	10
5	Daria Taranenko	1,328.7064938618	1y	6
6	Vladimir Averin	1,339.0384758204	1y	7
7	Vladislav Savchuk	1,344.1265268924	1y	19
8	Kirill Golubev	1,354.9262096254	1y	1
9	Andrey Nikitin	1,370.4905325811	1y	1
10	Vladimir Panov	1,398.4215402603	1y	16
11	Alexander Lekomtsev	1,414.3872538563	9m	10
12	Aleksey Savin	1,426.9706769585	9m	8
13	Nikolai Stepanov	1,427.0126300109	1y	1
14	Pavel Trusov	1,427.0126300109	8m	10
15	Valentina Chuvakhina	1,428.2008921529	1y	15
16	Kek Kekov	1,431.5862351121	1y	3
17	Daria Vorontsova	1,433.0979992034	9m	1
18	Roman Metlitsky	1,433.0981571921	1y	3
LightAutoML the best baseline With feature engineering		1,434.0060979909
19	Ilona Kovaleva	1,434.1132496114	8m	2
20	Kirill	1,460.0094296539	8m	3
21	Soslan Tabuev	1,488.7588153024	1y	2
22	Kremenevskiy Vladislav	1,496.5793117254	8m	7
23	krasnoperov egor	1,542.2474017473	1y	2
24	Aleksandr Slavnov	1,574.9842318568	1y	1
25	Iurii Bellavin	1,587.057084134	1y	1
LightAutoML better baseline LightAutoML better baseline		1,587.057084134
26	Denis Ivanchuk	1,712.8013889878	9m	4
27	Kanban Kaban	1,727.5783843375	8m	5
28	Dmitriy Fomkin	1,785.2565949078	1y	3
29	Andrii Belas	1,905.6293363273	1y	14
30	andrey chapa	2,692.6023363616	9m	4
31	Kirill Bubenchikov	2,919.414710589	1y	3
LightAutoML simple baseline LightAutoML simple baseline		3,034.8189246126
32	OOC Narek Maloyan	3,137.1324029642	1y	5
33	Aman Singh	4,024.5273661245	8m	1