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Compare Weka and XGBoost 
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At a Glance
Market Segments
Enterprise (76.9% of reviews)
Small-Business (50.0% of reviews)
Pros & Cons
Not enough data
Not enough data
Entry-Level Pricing
No pricing available
No pricing available
Weka
Star Rating
(13)4.3 out of 5
Market Segments
Enterprise (76.9% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about WekaXGBoost
Star Rating
(13)4.4 out of 5
Market Segments
Small-Business (50.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about XGBoostSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that XGBoost excels in handling large datasets efficiently, leveraging its gradient boosting framework, which reviewers mention significantly reduces training time compared to Weka's more traditional algorithms.
- Reviewers mention that Weka offers a more user-friendly interface, making it easier for beginners to navigate and utilize its features, while XGBoost's steeper learning curve can be challenging for those new to machine learning.
- G2 users highlight that XGBoost provides superior performance in predictive accuracy, particularly in competitions and real-world applications, whereas Weka is often seen as a solid choice for educational purposes and smaller projects.
- Users on G2 report that Weka's extensive collection of built-in algorithms and visualization tools, such as the Explorer interface, allows for quick experimentation, which some users find lacking in XGBoost's more code-centric approach.
- Reviewers mention that XGBoost's integration capabilities with popular programming languages like Python and R are a significant advantage for data scientists, while Weka's integration options are more limited, primarily focusing on its own GUI.
- Users say that while both products offer good support, Weka's community-driven resources and documentation are often seen as more accessible, whereas XGBoost's support can be more technical and less beginner-friendly.
Pricing
Entry-Level Pricing
Weka
No pricing availableXGBoost
No pricing availableFree Trial
Weka
No trial information availableXGBoost
No trial information availableRatings
Meets Requirements
8.9
12
9.2
11
Ease of Use
8.2
12
8.9
11
Ease of Setup
8.8
11
8.5
10
Ease of Admin
9.0
10
8.3
9
Quality of Support
7.9
8
7.6
9
Has the product been a good partner in doing business?
8.1
9
8.3
6
Product Direction (% positive)
7.1
12
6.5
10
Features by Category
Integration - Machine Learning
Not enough data
Not enough data
Learning - Machine Learning
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Weka and XGBoost are categorized as Machine Learning
Unique Categories
Weka has no unique categories
XGBoost has no unique categories
Reviews
Reviewers' Company Size
Weka
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
XGBoost
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Higher Education
30.8%
Information Technology and Services
15.4%
Research
7.7%
Real Estate
7.7%
Management Consulting
7.7%
Other
30.8%
Computer Software
25.0%
Financial Services
16.7%
Research
8.3%
Marketing and Advertising
8.3%
Information Technology and Services
8.3%
Other
33.3%
Alternatives
Discussions
Weka has no discussions with answers
XGBoost has no discussions with answers
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