Difference between Prediction.io and apache mahout
| Apache mahout | Prediction.io |
|---|---|
| FEATURES: The three components of Mahout are an environment for building scalable algorithms,many new Scala + Spark and H2O (Apache Flink in progress) algorithms, and Mahout’s mature Hadoop MapReduce algorithms. |
FEATURES: The Prediction.io supports event collection, evaluation, deployment of algorithms, querying predictive results via REST APIs. |
| PROGRAMMING LANGUAGES: Java, Python, Ruby | PROGRAMMING LANGUAGES: Java |
| SOURCE TYPE: Open | SOURCE TYPE: Open |
| Individual can create analytics apps with Mahout, if you want the apps as an API or as a server, individual needs something like Prediction.IO |
Prediction.io wants an algorithm layer; it comes with Apache Spark as well as Stanford NLP, but individual also can use Mahout. |
