main main
Publicaciones Soportadas por el Proyecto KEEL

   Stock Prices



Main Description
Name: Stock Prices
Type: Real World
Number of examples: 950
Number of input variables: 9
Domain of the delay 1: [17.219,61.5]
Domain of the delay 2: [19.25,60.25]
Domain of the delay 3: [12.75,25.125]
Domain of the delay 4: [34.375,60.125]
Domain of the delay 5: [27.75,94.125]
Domain of the delay 6: [14.125,35.25]
Domain of the delay 7: [58,87.25]
Domain of the delay 8: [16.375,29.25]
Domain of the delay 9: [31.5,53]
Range of the output variable: [34,62]

   SOURCE:http://funapp.cs.bilkent.edu.tr/DataSets/
The data provided are daily stock prices from January 1988 through October 1991, for ten aerospace companies.

 

Main Data Set

You can download the original data file http://www.keel.es/dataset/uci/Stock.data or you can visit the web site of the dataset http://funapp.cs.bilkent.edu.tr/DataSets/.

   In Keel, the original data set is partitioned using 10-fold cross-validation procedure. The initial data set T, is randomly divided into 10 disjoint sets of equal size T1,...,TN. We maintain the original class distribution (before partitioning) within each set when carrying out the partition process. We then conduct 10 pairs of training and test sets.

Training (90% examples) Test (10% examples)
Stock-10-1tra.datStock-10-1tst.dat
Stock-10-2tra.datStock-10-2tst.dat
Stock-10-3tra.datStock-10-3tst.dat
Stock-10-4tra.datStock-10-4tst.dat
Stock-10-5tra.datStock-10-5tst.dat
Stock-10-6tra.datStock-10-6tst.dat
Stock-10-7tra.datStock-10-7tst.dat
Stock-10-8tra.datStock-10-8tst.dat
Stock-10-9tra.datStock-10-9tst.dat
Stock-10-10tra.datStock-10-10tst.dat

 

   Moreover, the original data set of 950 examples has been randomly divided into 2 different subsets (each one with 75 examples) for 5 times. We have builded 5 different partitions of the original data set at 50%-50% to apply the 5x2cv paired t-test , namely we perform 5 replications of 2-fold cross-validation.

Training (50% examples) Test (50% examples)
Stock-5x2-1tra.datStock-5x2-1tst.dat
Stock-5x2-2tra.datStock-5x2-2tst.dat
Stock-5x2-3tra.datStock-5x2-3tst.dat
Stock-5x2-4tra.datStock-5x2-4tst.dat
Stock-5x2-5tra.datStock-5x2-5tst.dat

 

5fcv:   5-fold cross validation

TrainingTest
Stock-5fcv-1tra.datStock-5fcv-1tst.dat
Stock-5fcv-2tra.datStock-5fcv-2tst.dat
Stock-5fcv-3tra.datStock-5fcv-3tst.dat
Stock-5fcv-4tra.datStock-5fcv-4tst.dat
Stock-5fcv-5tra.datStock-5fcv-5tst.dat

You can also download the whole data set in Keel format here.



 
 Copyright 2004-2018, KEEL (Knowledge Extraction based on Evolutionary Learning)
About the Webmaster Team
Valid XHTML 1.1   Valid CSS!