Microsoft malware prediction competition

Публікація:
Microsoft malware prediction competition

dc.contributor.author	Калайчев, Г. В.
dc.contributor.author	Сидоров, М. В.
dc.contributor.author	Шпакович, М. О.
dc.date.accessioned	2020-06-02T13:48:03Z
dc.date.available	2020-06-02T13:48:03Z
dc.date.issued	2019
dc.description.abstract	The main goal of this work is to show the ways of preparation the amount of data, building a classification model on the huge dataset and evaluating resulting model on test data. Initial problem which was solved in this work was taken from Microsoft Malware Prediction Competition from Kaggle site. This task is an appropriate for our goal since training dataset contains different types of features for preprocessing and 9 million of rows.	uk_UA
dc.identifier.citation	Kalaichev H., Shpakovych M., Sidorov M. Microsoft malware prediction competition // Матеріали Міжнародного наукового симпозіуму «Big Data Analytics: моделювання та інформаційні технології» (Київ, 20 березня 2019 р.). – С. 11 – 13.	uk_UA
dc.identifier.uri	http://openarchive.nure.ua/handle/document/11944
dc.language.iso	en	uk_UA
dc.subject	Microsoft Malware Prediction Competition	uk_UA
dc.subject	data	uk_UA
dc.subject	classification model	uk_UA
dc.title	Microsoft malware prediction competition	uk_UA
dc.type	Thesis	uk_UA
dspace.entity.type	Publication