Users report that MLlib excels in scalability, particularly when handling large datasets, making it a preferred choice for mid-market companies looking to leverage big data. In contrast, reviewers mention that Weka is more suited for smaller datasets and educational purposes, which may limit its appeal for larger enterprises.
Reviewers mention that MLlib's integration with Apache Spark allows for seamless data processing and real-time analytics, which is a significant advantage for users needing high-performance machine learning capabilities. On the other hand, users on G2 highlight Weka's user-friendly interface and extensive collection of algorithms, making it easier for beginners to get started with machine learning.
G2 users report that MLlib's support for distributed computing is a standout feature, enabling efficient training of machine learning models across multiple nodes. Conversely, users say that Weka's single-node architecture can be a limitation for those looking to scale their machine learning operations.
Reviewers mention that MLlib provides robust support for various machine learning algorithms, including decision trees and clustering, which are essential for complex data analysis. In contrast, users report that Weka offers a more comprehensive suite of visualization tools, which can be beneficial for users needing to interpret their data more effectively.
Users on G2 highlight that MLlib's performance in terms of speed and efficiency is superior, especially when processing large volumes of data. However, reviewers mention that Weka's ease of use and setup is a significant advantage for users who prioritize a quick learning curve over performance.
Reviewers mention that while MLlib has a slightly lower quality of support, it is compensated by its strong community and extensive documentation. In contrast, users report that Weka's support is more responsive, which can be crucial for users needing immediate assistance during their machine learning projects.
Pricing
Entry-Level Pricing
MLlib
No pricing available
Weka
No pricing available
Free Trial
MLlib
No trial information available
Weka
No trial information available
Ratings
Meets Requirements
8.5
14
8.9
12
Ease of Use
8.8
14
8.2
12
Ease of Setup
8.7
9
8.8
11
Ease of Admin
7.9
7
9.0
10
Quality of Support
7.3
10
7.9
8
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