机器学习_Statlog (Shuttle) Data Set(Statlog(航天飞机)数据集)

This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.

Statlog (Shuttle) Data Set(Statlog(航天飞机)数据集)

数据摘要：

The shuttle dataset contains 9 attributes all of which are numerical. Approximately 80% of the data belongs to class 1

中文关键词：

Statlog,航天飞机,多变量,分类,UCI,

英文关键词：

Statlog,Shuttle,Multivariate,Classification,UCI,

数据格式：

TEXT

数据用途：

This data i used for classification.

数据详细介绍：

Statlog (Shuttle) Data Set

Abstract: The shuttle dataset contains 9 attributes all of which are numerical. Approximately 80% of the data belongs to class 1

This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.

Source:

Donor:

Jason Catlett

Basser Department of Computer Science,

University of Sydney, N.S.W., Australia

Data Set Information:

Approximately 80% of the data belongs to class 1. Therefore the default accuracy is about 80%. The aim here is to obtain an accuracy of 99 - 99.9%.

The examples in the original dataset were in time order, and this time order could presumably be relevant in classification. However, this was not deemed relevant for StatLog purposes, so the order of the examples in the original dataset was randomised, and a portion of the original dataset removed for validation purposes.

Attribute Information:

The shuttle dataset contains 9 attributes all of which are numerical. The first one being time. The last column is the class which has been coded as follows :

1 Rad Flow

2 Fpv Close

3 Fpv Open

4 High

5 Bypass

6 Bpv Close

7 Bpv Open

数据预览：

This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.

This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.

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