--- title: MLBase.jl Reviews meta\_title: 'MLBase.jl Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 11 reviews by the users' company size, role or industry to find out how MLBase.jl works for a business like yours. aggregate\_rating: rating\_value: 4.0 review\_count: 11 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # MLBase.jl Reviews & Product Details MLBase.jl is a swiss knife for machine learning that does not implement specific machine learning algorithms, instead, it provides a collection of useful tools to support machine learning programs, including: Data manipulation & preprocessing, Score-based classification, Performance evaluation (e.g. evaluating ROC), Cross validation and Model tuning (i.e. search best settings of parameters). * * * Seller [MLBase.jl](https://www.g2.com/sellers/mlbase-jl) Discussions [MLBase.jl Community](https://www.g2.com/products/mlbase-jl/discuss) Show More ## Top-Rated Alternatives [ ![Automation Anywhere Agentic Process Automation](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Automation Anywhere Agentic Process Automation") Automation Anywhere Agentic Process Automation 4.5/5(5,623) ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) [ ![Demandbase One](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Demandbase One") Demandbase One 4.4/5(1,988) ](https://www.g2.com/products/demandbase-one/reviews) [ ![Phrase](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Phrase") Phrase 4.5/5(1,306) ](https://www.g2.com/products/phrase-phrase/reviews) [ View All Alternatives ](https://www.g2.com/products/mlbase-jl/competitors/alternatives) ## User Insights Average based on 11 real user reviews. [Log in to unlock pricing and user insights](/login) CM Caterina M. Systems Analyst Information Technology and Services Mid-Market (51-1000 emp.) 10/9/2024 "Reliable and comprehensive toolkit for machine learning support." 4.5/5 What do you like best about MLBase.jl? The platform is amazing as it helps users simply access detailed schedules, buy tickets, and gather comprehensive information about their teams hence they always stay informed and also engage with their favorite teams due to the unified platform that eases their experience. The product has a user-friendly interface that enables beginners to operate it without much of a learning curve as it is a straightforward tool that doesn’t require much of an explanation. The platform provides essential tools that improve machine learning programs thus allowing effective data manipulation and classification-based scores enabling users to handle data efficiently. Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? For the time I have used the platform it has served me well but for a simple navigation process, it could be best for developers to improve the system with buttons. Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? The platform is incredible as it addresses the issue of lack of coding knowledge as there is no coding knowledge required for it to operate. The product helped in developing machine learning-based data analysis projects within the system. The platform acts as a comprehensive solution by simply integrating with other existing systems such as Julia libraries. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Anis N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Anis N.") AN Anis N. Team leader Small-Business (50 or fewer emp.) 10/3/2024 "A Versatile Toolkit for Streamlining Machine Learning" 4/5 What do you like best about MLBase.jl? I appreciate the way MLBase.jl provides a comprehensive set of utilities to support the development of machine learning models. It streamlines the process of data manipulation, model evaluation, and tuning without forcing a specific algorithmic approach. This flexibility makes it easy to integrate into existing projects while taking advantage of Julia’s performance benefits. Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? it lacks built-in machine learning algorithms, meaning users must rely on other packages for actual model implementation. This can add complexity, especially for users expecting an all-in-one solution for model development. Additionally, the documentation could be more comprehensive, particularly when explaining some of the more advanced functions. Having more examples or user guides would make it easier for engineers to onboard and integrate it into their workflows more efficiently. Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? I primarily use MLBase.jl for data manipulation, model evaluation (e.g., ROC curves), cross-validation, and model tuning in machine learning workflows. It helps me streamline these tasks, allowing me to focus on the core aspects of model development.So MLBase.jl simplifies several critical machine learning tasks like data preprocessing, cross-validation, and performance evaluation. By providing these utilities, it removes the need to build these components from scratch, saving time and effort. This is particularly beneficial in managing complex ML workflows and ensuring that models are robustly evaluated and fine-tuned. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite KK Krishna K. Senior Consultant Small-Business (50 or fewer emp.) 10/17/2024 "Excellent for user in Julia ecosystem" 4.5/5 What do you like best about MLBase.jl? Help in Data Manipulation and preprocessing, score-based classification and performance evaluation. Integration with Julia ecosystem are something I really enjoyed with MLBase.jl Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? However, it helps extend machine learning capabilities. Having OOTB algorithms and more detailed documentation helps. Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? The data set I am using is having a lot of missing data. MLBase.jl is efficient in handling aspects like missing data, data normalization, and transformation of the data. Also, for the models built by me has a validation by score-based calculation and functions. Also, cross validation is helping me not to over-fit the model Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Christian L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Christian L.") CL Christian L. Delivery Operations, Quality Analyst Mid-Market (51-1000 emp.) 10/12/2024 "A Lightweight Tool for Simplified Machine Learning in Julia" 2.5/5 What do you like best about MLBase.jl? For me, MLBase.jl is lightweight and easy to use for data preprocessing and evaluation. Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? It lacks built-in algorithms and has a smaller ecosystem than Python tools. Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? MLBase.jl solves common machine learning tasks like data preprocessing and model evaluation, making it easier and faster to streamline workflows, especially for Julia users. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Miguel S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Miguel S.") MS Miguel S. Senior Portfolio Manager Civil Engineering Small-Business (50 or fewer emp.) 7/31/2024 "Basic support for several machine learning tasks" 4.5/5 What do you like best about MLBase.jl? I think that the approach that MLBase.jl used in developing a modular structure is fantastic. This is good for creating projects and then customizing specific workflows for the kind of work involved in certain projects. Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? The modularity provides flexibility of such solutions, this does not withstand the fact that it may contribute to fragmentation of the process in cases of intricate processes. This only complicates the code to the necessity and makes the process of identification of errors difficult. Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? I found MLBase.jl as a useful toolkit for the basic machine learning operations. I use it for data preprocessing, comparing the performance of developed models, and for tuning parameters. It helps in simplifying the first part of the machine learning process. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite TK Tran K. Sales Support Specialist Oil & Energy Enterprise (\> 1000 emp.) 6/3/2024 "Rapid prototyping and experimentation." 4.5/5 What do you like best about MLBase.jl? I particularly like the approach of leveraging what Julia does well for specific machine learning applications. The concept of modularity means that I can replace various algorithms and parts of the problem-solving process, which is especially useful when testing multiple theories. Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? In many applications I am involved in large projects where I may require having to write my own scripts to accomplish certain features. This can be time-consuming and has to be done more manually, also the author has to possess better knowledge on the underlying Julia libraries. Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? MLBase. jl has been very useful in setting me free from the constraints of other machine learning tools. , the ability to run Julia at a fast pace, and use of the modularity of MLBase. jl, let me quickly switch between various models and experiment with new concepts more rapidly. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite GS Gagan S. ML Engineer Small-Business (50 or fewer emp.) 10/22/2024 "Nice package for machine learning algorithms" 4/5 What do you like best about MLBase.jl? It provides many features to implement and use ML algorithms for different purposes like data preprocessing, classification and others. Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? The documentation is not very clear. It does not provide complete insights about the its implementation. Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? MLBase.jl is a package which contains useful tools which can be used in developing Machine Learning applications. It helped me building small ML tools to be integrated in the website. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Akash P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akash P.") AP Akash P. Software Engineer Mid-Market (51-1000 emp.) 4/23/2023 "Review for MLBase.jl" 3/5 What do you like best about MLBase.jl? The best thing about MLBase.jl has clean and consistent interface and also it's flexibility we can create customized complex machine learning pipelines as per required use cases. Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? The documentation should be improved, It should have detailed explanations or examples of how to use specific functions or modules. And also it would be great if there were some pre built models Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? It is a platform having powerful library that offers a lot of flexibility and customization in building models as per your use case. It's like one place solution as it can integrate well with other Julia libraries, such as DataFrames.jl which benefits in accomplishing other data processing tasks Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Sathiyan s.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sathiyan s.") SS Sathiyan s. Technical Trainer - malware research on windows and Android Small-Business (50 or fewer emp.) 4/21/2023 Business partner of the seller or seller's competitor, not included in G2 scores. "Power of mlb" 4/5 What do you like best about MLBase.jl? It provides the useful tools to support the machine learning program for data manipulation, classification based on score. It help us for cross validation of the machine data Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? Classification of the data and cross validation, model tunning sometimes gives output little mess. Rest all good Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? It helps in project developing on machine learning based system data analysis in my systsm . Review collected by and hosted on G2.com. Show More 4/22/2023 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH Verified User in Higher Education Mid-Market (51-1000 emp.) 3/25/2022 "Nice for a Novice" 4/5 What do you like best about MLBase.jl? Heads up, I'm no advance level programmer. I'm a novice, a beginner, a learner. Speaking on behalf of that population, I would say that GitHub is very user-friendly and a must-have. The help pages (GitHub itself) are useful, and there are so many opportunities to connect and learn with others. Also, its versatility for use is awesome. According to GitHub, people have used it to write books! (Or at least one person..) Review collected by and hosted on G2.com. What do you dislike about MLBase.jl? There is a lot I'm still learning, and I'm sure that my critiques will build as I get to know it more and more...just as we can be with close siblings. What I dislike perhaps is that there is a lot going on in one interface, it's easy to get distracted. Review collected by and hosted on G2.com. Recommendations to others considering MLBase.jl: This platform is great for learning and connecting with others. From one novice to another, I day jump right in! Review collected by and hosted on G2.com. What problems is MLBase.jl solving and how is that benefiting you? I'm solving the problem of not knowing any code or what people do with code. The benefit is that it's a shared platform - we as humans tend to compare ourselves to others a lot, so perhaps seeing all these projects happening is motivation. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ## Questions about MLBase.jl? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about MLBase.jl ](https://www.g2.com/products/mlbase-jl/discussions/new) GU Guest User What is MLBase.jl used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-mlbase-jl-used-for) [ View all Discussions ](https://www.g2.com/products/mlbase-jl/discuss) ##### Pricing Pricing details for this product isn’t currently available. 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