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    R Caret Alternatives

    R Caret is described as 'The caret package (short for _C_lassification _A_nd _RE_gression _T_raining) is a set of functions that attempt to streamline the process for creating predictive models. data splitting pre-processing feature selection model tuning using resampling' and is an app. There are nine alternatives to R Caret for a variety of platforms, including Windows, Linux, Mac, Online / Web-based and Self-Hosted solutions. The best alternative is datarobot. It's not free, so if you're looking for a free alternative, you could try python auto-sklearn or ML.NET. Other great apps like R Caret are R MLstudio, R mlr, H2O.ai and Actian.

    This page was last updated Jun 21, 2019
    R Caret
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    • Free PersonalOpen Source
    • Mac
    • Windows
    • Linux
    • R (programming language)
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    The caret package (short for _C_lassification _A_nd _RE_gression _T_raining) is a set of functions that attempt to...
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      • Self-Hosted
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      DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models. Learn how you can become an AI-driven enterprise today.
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      • FreeOpen Source
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      • Python
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      auto-sklearn is an automated machine learning toolkit. frees a machine learning user from algorithm selection and hyperparameter tuning. Bayesian optimization, meta-learning and ensemble construction.
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      • FreeOpen Source
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      Machine Learning framework by Microsoft in .net framework and C#.
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      • FreeOpen Source
      • Mac
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      • Self-Hosted
      • R (programming language)
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      The ML Studio is interactive for EDA, statistical modeling and machine learning applications. Based on Shiny, with Plotly interactive data visualization, DT HTML tables and H2O machine learning and deep. data science pipeline workflow.
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      • Free PersonalOpen Source
      • Mac
      • Windows
      • Linux
      • R (programming language)
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      mlr provides this so that you can focus on your experiments! The framework provides supervised methods like classification, regression and survival analysis along with their corresponding evaluation and optimization methods, as well as unsupervised methods like clustering.
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      • FreeOpen Source
      • Mac
      • Windows
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      • Java
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      H2O is an open source, in-memory, distributed, fast, and scalable machine learning and predictive analytics platform that allows you to build machine learning models on big data and provides easy productionalization of those models in enterprise env.
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    1. Actian transforms Big Data into business value for any organization? Not just those with considerable resources.
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    2. Analytical software suite supporting the complete range of tasks involved with data processing, construction of Data Mining models, advanced data analysis and reporting.
      • Online
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      "Predict, intelligently manage, interpret behaviors, automate, Prevision.io brings artificial intelligence into your business at an affordable cost and unparalleled performance."
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    Showing 9 of 9 alternatives