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Train a Machine Learning model that classifies a given line with accuracy

In this task, you are expected to train a Machine Learning model that classifies a given line as belonging to one of the following 12 novels:

0: alice_in_wonderland

1: dracula

2: dubliners

3: great_expectations

4: hard_times

5: huckleberry_finn

6: les_miserable

7: moby_dick

8: oliver_twist

9: peter_pan

10: tale_of_two_cities

11: tom_sawyer

Description:

You are provided with a zip file containing three text files - [login to view URL], [login to view URL], xtest.txt. Each line in [login to view URL] and [login to view URL] comes from a different novel. The data has been obfuscated, however, the patterns in them are preserved. The novel ids corresponding to [login to view URL] are specified in ytrain.txt. You can use these labels to train a Machine Learning model (Deep Learning preferred).

With the learned model, predict the novel ids of the lines in [login to view URL] (one prediction per line). As part of your submission, include

a) your predictions in a file named [login to view URL] (in the same format as [login to view URL])

b) Expected accuracy on the test set

c) the source code for training and prediction (< 10MB)

d) a brief description of your method (optional)

Навыки: Machine Learning (ML), Python, Алгоритмы, Deep Learning

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О работодателе:
( 0 отзыв(-а, -ов) ) Hallbergmoos, Germany

ID проекта: #31450800

35 фрилансеров(-а) готовы выполнить эту работу в среднем за €142

(96 отзывов(-а))
7.5
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7.1
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6.8
saubhagyamweb

Hello Nischal , I have read your requirements. I have 6+ Years of experience in this field. I have the right skills to work on this assignment. Let's have a Quick Chat or Call to discuss your Project. I can start wo Больше

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6.1
ibrahimanjum330

Hi, I am Ibrahim, and I am a data scientist, I can help you with ML code, and this is I can help with both sentiment analysis, along with classifications in NLP, please tell me if you have any preferences in the novel Больше

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6.1
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Больше

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5.9
faizanmaqbool695

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5.6
armandlopez123

Nice to meet you. As you can know from my profile and work history, I am a senior machine learning developer, so very interested in your task. I can build ML model and train using your dataset perfectly. Please contact Больше

€150 EUR за 7 дней(-я)
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5.7
himasha0421

Hello I’m a professional machine learning , deep learning expert , after viewing your job details , it really jumps out at me . I have extensive experience in deep learning based model development for nlp based class Больше

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FirmMinds123

We have AI & Data Science,Django team who are highly experienced in Machine learning and Deep Learning and can deliver products as per your requirements. We have done many real time projects like Semantic search engine Больше

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nrajuu07

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sramireddy065

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KolaPeters

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Sarmistha99

Hi, I am a data scientist and this sounds like an interesting project on NLP. I plan to use neural networks for this problem. I will try a few different algos to just test which one gives the better prediction. Regar Больше

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nibeditad007

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