XGBoost

Business Software Analytics

Description

XGBoost is software that uses algorithms to solve complex science problems. Technically, it's an open source software library, and it gives gradient boosting framework to R, Python, Java, C++ and Juli...a coding systems. The software was first written by Tianqi Chen, who has since teamed with Carlos Guestrin, in March, 2014, for the Distributed (Deep) Machine Learning Community, and after winning a few awards, it exploded in popularity and was expanded to include other coding languages. XGBoost is used frequently in machine learning competitions and often helps lead teams to victory. Read moreless

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XGBoost Reviews

We have 1 review for XGBoost. The average overall ratings is 4.0 / 5 stars.

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My Opinion on XGBoost

written by grex on 2018-03-02 04:26:15

Overall

Ease of Use

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Overall Opinion: "Machine learning" has become somewhat of a buzzword in the past few years, causing many people to think of Skynet-style artificially intelligence becoming self-aware and turning us into organic batteries. Fear not: Machine learning is far more tame than that and has many practical applications, none of which involve enslaving the human race. Those who dabble in the field, and probably those who get paid to do so, have likely heard of XGBoost, which has become sort of a phenomenon for harnessing the power of machine learning. It certainly helps that the code is open source and free, which has caused it to spread like wildfire throughout the online community. XGBoost is a software library, which means it can be "installed" on machines which can then reference the software's functions in compact lines of code. More specifically, XGBoost is used for supervised learning problems, which is a fancy term that involves math and predictions, hence machine learning. The software is actively contributed to every day, has a lively community and is used quite often at events and competition.

Pros: Works on major desktop operating systems Windows, MacOS and Linux Since XGBoost is open source, the code is available online on GitHub Loads of documentation online thanks to an enthusiastic and active community of coders

Cons: Lacks support for a few coding languages No mobile device support

grex is using XGBoost every other week recently.

Features

Written under the Apache License 2.

You can always update XGBoost to add more features!

XGBoost Videos

Youtube Video: XGBoost A Scalable Tree Boosting System June 02, 2016

Originally recorded by community member Carl Mullins LA Machine Learning Meetup Group XGBoost is a fantastic open source implementation of Gradient Boosting Machines, one of the most accurate...

Disclaimer: This video was not made by us, but we found it interesting enough to embed it here.

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About This Article

This page was composed by Alternative.me and published by Alternative.me. It was created at 2018-04-30 18:02:21 and last edited by Alternative.me at 2020-03-06 07:49:57. This page has been viewed 3774 times.

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