Balloons Data Set(气球数据集) 数据摘要： Data previously used in cognitive psychology experiment; 4 data sets represent different conditions of an experime 中文关键词： 机器学习,多变量,分类,UCI,气球, 英文关键词： Machine Learning,MultiVarite,Classification,UCI,Balloons, 数据格式： TEXT 数据用途： Classification 数据详细介绍： Balloons Data Set Abstract: Data previously used in cognitive psychology experiment; 4 data sets represent 

different conditions of an experiment. Data Set Characteristics: Multivariate Attribute Characteristics: Categorical Number of Instances: Number of Attributes: 16 Area: Social 4 Date Donated N/A Associated Tasks: Classification Missing Values? No Number of Web Hits: 20587 Source: Michael Pazzani (pazzani '@' ics.uci.edu) Data Set Information: There are four data sets representing different conditions of an experiment. All have the same attributes. a. adult-stretch.data Inflated is true if age=adult or act=stretch b. adult+stretch.data Inflated is true if age=adult and act=stretch c. small-yellow.data Inflated is true if (color=yellow and size = small) or d. small-yellow+adult-stretch.data Inflated is true if (color=yellow and size = small) or (age=adult and act=stretch) Attribute Information: (Classes Inflated T or F) Color: yellow, purple size: large, small act: stretch, dip age: adult, child inflated: T, F Relevant Papers: 

Pazzani, M. (1991). The influence of prior knowledge on concept acquisition: Experimental and computational results. Journal of Experimental Psychology: Learning, Memory & Cognition, 17, 3, 416-432. [Web Link] 数据预览： adult+stretch.data YELLOW,SMALL,STRETCH,ADULT,T YELLOW,SMALL,STRETCH,ADULT,T YELLOW,SMALL,STRETCH,CHILD,F YELLOW,SMALL,DIP,ADULT,F YELLOW,SMALL,DIP,CHILD,F YELLOW,LARGE,STRETCH,ADULT,T YELLOW,LARGE,STRETCH,ADULT,T YELLOW,LARGE,STRETCH,CHILD,F YELLOW,LARGE,DIP,ADULT,F YELLOW,LARGE,DIP,CHILD,F PURPLE,SMALL,STRETCH,ADULT,T PURPLE,SMALL,STRETCH,ADULT,T PURPLE,SMALL,STRETCH,CHILD,F PURPLE,SMALL,DIP,ADULT,F PURPLE,SMALL,DIP,CHILD,F PURPLE,LARGE,STRETCH,ADULT,T PURPLE,LARGE,STRETCH,ADULT,T PURPLE,LARGE,STRETCH,CHILD,F PURPLE,LARGE,DIP,ADULT,F PURPLE,LARGE,DIP,CHILD,F adult-stretch.data YELLOW,SMALL,STRETCH,ADULT,T YELLOW,SMALL,STRETCH,CHILD,T YELLOW,SMALL,DIP,ADULT,T YELLOW,SMALL,DIP,CHILD,F YELLOW,SMALL,DIP,CHILD,F YELLOW,LARGE,STRETCH,ADULT,T YELLOW,LARGE,STRETCH,CHILD,T YELLOW,LARGE,DIP,ADULT,T YELLOW,LARGE,DIP,CHILD,F YELLOW,LARGE,DIP,CHILD,F PURPLE,SMALL,STRETCH,ADULT,T 

PURPLE,SMALL,STRETCH,CHILD,T PURPLE,SMALL,DIP,ADULT,T PURPLE,SMALL,DIP,CHILD,F PURPLE,SMALL,DIP,CHILD,F PURPLE,LARGE,STRETCH,ADULT,T PURPLE,LARGE,STRETCH,CHILD,T PURPLE,LARGE,DIP,ADULT,T PURPLE,LARGE,DIP,CHILD,F PURPLE,LARGE,DIP,CHILD,F yellow-small+adult-stretch.data yellow-small.data 点此下载完整数据集