Apache PredictionIO vs. JADBio AutoML Comparison


Apache PredictionIO Apache	JADBio AutoML JADBio	+	+
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About Apache PredictionIO® is an open-source machine learning server built on top of a state-of-the-art open-source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you quickly build and deploy an engine as a web service on production with customizable templates. Respond to dynamic queries in real-time once deployed as a web service, evaluate and tune multiple engine variants systematically, and unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics. Speed up machine learning modeling with systematic processes and pre-built evaluation measures, support machine learning and data processing libraries such as Spark MLLib and OpenNLP. Implement your own machine learning models and seamlessly incorporate them into your engine. Simplify data infrastructure management. Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP, etc.	About JADBio is a state-of-the-art automated Machine Learning Platform without the need for coding. With its breakthrough algorithms it can solve open problems in machine learning. Anybody can use it and perform a sophisticated and correct machine learning analysis even if they do not know any math, statistics, or coding. It is purpose-built for life science data and particularly molecular data. This means that it can deal with the idiosyncrasies of molecular data such as very low sample size and very high number of measured quantities that could reach to millions. Life scientists need it to understand what are the features and biomarkers that are predictive and important, what is their role, and get intuition about the molecular mechanisms involved. Knowledge discovery is often more important than a predictive model. So, JADBio focuses on feature selection and its interpretation.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and data scientists searching for a solution to create predictive engines	Audience Life sciences, biomedical companies, pharmaceuticals, genomics, research labs
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Not Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing Free Basic plan is FREE. Researchers plan starts at $400/mo Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Apache United States predictionio.apache.org	Company Information JADBio Founded: 2019 United States jadbio.com
Alternatives MLlib Apache Software Foundation	Alternatives OpenText Magellan OpenText
Apache Spark Apache Software Foundation	Genospace
Amazon EMR Amazon	Luminoso Luminoso Technologies Inc.
PySpark	GPUEater
Apache Mahout Apache Software Foundation View All	SnapGene View All
Categories Machine Learning Supported	Categories Genomics Data Analysis Supported Life Sciences Supported Machine Learning Supported Predictive Analytics Supported Qualitative Data Analysis Supported
	Machine Learning Features Deep Learning Not Supported ML Algorithm Library Supported Model Training Supported Natural Language Processing (NLP) Not Supported Predictive Modeling Supported Statistical / Mathematical Tools Supported Templates Not Supported Visualization Supported Show More Features Predictive Analytics Features AI / Machine Learning Supported Benchmarking Not Supported Data Blending Not Supported Data Mining Not Supported Demand Forecasting Not Supported For Education Not Supported For Healthcare Supported Modeling & Simulation Not Supported Sentiment Analysis Not Supported Qualitative Data Analysis Features Annotations Not Supported Collaboration Not Supported Data Visualization Supported Media Analytics Not Supported Mixed Methods Research Not Supported Multi-Language Not Supported Qualitative Comparative Analysis Supported Quantitative Content Analysis Not Supported Sentiment Analysis Not Supported Statistical Analysis Not Supported Text Analytics Not Supported User Research Analysis Supported
Integrations AWS Marketplace Supported Apache HBase Supported Apache Hadoop YARN Supported Apache Spark Supported Docker Supported Elasticsearch Supported Java Supported MySQL Supported PHP Supported PostgreSQL Supported Python Supported Ruby Supported Scala Supported Show More Integrations View All 13 Integrations	Integrations AWS Marketplace Not Supported Apache HBase Not Supported Apache Hadoop YARN Not Supported Apache Spark Not Supported Docker Not Supported Elasticsearch Not Supported Java Not Supported MySQL Not Supported PHP Not Supported PostgreSQL Not Supported Python Not Supported Ruby Not Supported Scala Not Supported Show More Integrations
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