Tree-Based Feature Transformation for Purchase Behavior Prediction

In the era of e-commerce, purchase behavior prediction is one of the most important issues to promote both online companies' sales and the consumers' experience. The previous researches usually use the feature engineering and ensemble machine learning algorithms for the prediction. The per...

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Veröffentlicht in:	IEICE Transactions on Information and Systems 2018/05/01, Vol.E101.D(5), pp.1441-1444
Hauptverfasser:	HOU, Chunyan, CHEN, Chen, WANG, Jinsong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Decision trees Engineering education feature transformation Leaves Machine learning purchase behavior prediction Transformations
Online-Zugang:	Volltext
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