Shopping intention prediction using decision trees

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Performance Prediction of Engineering Students using Decision Trees

Data mining can be used for decision making in educational system. A decision tree classifier is one of the most widely used supervised learning methods used for data exploration based on divide & conquer technique. This paper discusses use of decision trees in educational data mining. Decision tree algorithms are applied on engineering students’ past performance data to generate the model and ...

متن کامل

Prediction and query evaluation using linguistic decision trees

Linguistic decision tree (LDT) is a tree-structured model based on a framework for “Modelling with Words”. In previous research [16], an algorithm for learning LDTs was proposed and its performance on some benchmark classification problems were investigated and compared with a number of well known classifiers. In this paper, a methodology for extending LDTs to prediction problems is proposed an...

متن کامل

Profit Driven Decision Trees for Churn Prediction

Customer retention campaigns increasingly rely on predictive models to detect potential churners in a vast customer base. From the perspective of machine learning, the task of predicting customer churn can be presented as a binary classification problem. Using data on historic behavior, classification algorithms are built with the purpose of accurately predicting the probability of a customer d...

متن کامل

Estimating Prediction Certainty in Decision Trees

Decision trees estimate prediction certainty using the class distribution in the leaf responsible for the prediction. We introduce an alternative method that yields better estimates. For each instance to be predicted, our method inserts the instance to be classified in the training set with one of the possible labels for the target attribute; this procedure is repeated for each one of the label...

متن کامل

Classification Using Decision Trees

Data mining term is mainly used for the specific set of six activities namely Classification, Estimation, Prediction, Affinity grouping or Association rules, Clustering, Description and Visualization. The first three tasks classification, estimation and prediction are all examples of directed data mining or supervised learning. Decision Tree (DT) is one of the most popular choices for learning ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Millenium - Journal of Education, Technologies, and Health

سال: 2017

ISSN: 0873-3015,1647-662X

DOI: 10.29352/mill0204.01.00155