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


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)

Evner: Machine Learning (ML), Python, Algoritme, Deep Learning

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Om arbejdsgiveren:
( 0 bedømmelser ) Hallbergmoos, Germany

Projekt ID: #31450800

35 freelancere byder i gennemsnit €142 timen for dette job

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"Train a Machine Learning model that classifies a given line with accuracy" I'm a machine learning expert, I can train your model with good accuracy. I will love to work with you on this project, Please kindly send a m Flere

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