• Orange: Data Mining Toolbox in...

Treffer: Orange: Data Mining Toolbox in Python.

Title:
Orange: Data Mining Toolbox in Python.
Authors:
Demšsar, Janez1 JANEZ.DEMSAR@FRI.UNI-LJ.SI, Curk, Tomažz1 TOMAZ.CURK@FRI.UNI-LJ.SI, Erjavec, Alešs1 ALES.ERJAVE@FRI.UNI-LJ.SI, Hočevar, Tomažz1 TOMAZ.HOCEVAR@FRI.UNI-LJ.SI, Milutinovič, Mitar1 MITAR.MILUTINOVIC@FRI.UNI-LJ.SI, Možzina, Martin1 MARTIN.MOZINA@FRI.UNI-LJ.SI, Polajnar, Matija1 MATIJA.POLAJNAR@FRI.UNI-LJ.SI, Toplak, Marko1 MARKO.TOPLAK@FRI.UNI-LJ.SI, Starič, Anže1 ANZE.STARIC@FRI.UNI-LJ.SI, Štajdohar, Miha1 MIHA.STAJDOHAR@FRI.UNI-LJ.SI, Umek, Lan1 LAN.UMEK@FRI.UNI-LJ.SI, Žagar, Lan1 LAN.ZAGAR@FRI.UNI-LJ.SI, Žbontar, Jure1 JURE.ZBONTAR@FRI.UNI-LJ.SI, Žitnik, Marinka1 MARINKA.ZITNIK@FRI.UNI-LJ.SI, Zupan, Blaž1 BLAZ.ZUPAN@FRI.UNI-LJ.SI
Source:
Journal of Machine Learning Research. Aug2013, Vol. 14 Issue 8, p2349-2353. 5p.
Subject Terms:
*DATA mining, *PYTHON programming language, *MACHINE learning, *DATA analysis, *SCRIPTING languages (Computer science), *FEATURE extraction
Database:
Academic Search Index

Weitere Informationen

Orange is a machine learning and data mining suite for data analysis through Python scripting and visual programming. Here we report on the scripting part, which features interactive data analysis and component-based assembly of data mining procedures. In the selection and design of components, we focus on the flexibility of their reuse: our principal intention is to let the user write simple and clear scripts in Python, which build upon C++ implementations of computationally-intensive tasks. Orange is intended both for experienced users and programmers, as well as for students of data mining. [ABSTRACT FROM AUTHOR]