RapidMiner與其他資料探勘軟體的比較

我又發現了一個網站，把市面上常見的開放源碼做資料探勘的軟體羅列比較，但由於沒時間翻譯，因此，我把連結貼出來，希望有興趣的人自己上網參考。

網站AI Computer Vision

比較一

比較二

相較於貴森森的SPSS、SAS，RapidMiner在各方面的表現(ex. 文件處理、圖形化介面、操作簡易、指令敘述與演算法)均在中上水準。

以下是我直接把作者覺得的優點和缺點貼上給各位參考

RapidMiner

RapidMiner is an open source statistical and data mining package written in Java.

• Solid and complete package.
• It easily reads and writes Excel files and different databases.
• You program by piping components together in a graphic ETL work flows.
• If you set up an illegal work flows RapidMiner suggest Quick Fixes to make it legal.

Issues:

• I only got it to works under Windows, but others have gotten it to work in other environments, see comment below.
• There are a lot of different ETL modules; it took a while to understand how to use them.
• First I had a hard time making a comparison between different models. Eventually I found a way: You chose a cross validation and select different models one by one. When you run the model the will all be stored on the result page and you can do comparison there.

希望以上資訊對各位學習上