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This is a simulated three-class problem with 21 variables, and considered to be a difficult pattern recognition problem.
● Data Source:
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● Keywords: datasets
● Alias: waveform.train
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0 images
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This is a simulated mixture example with 200 instances and two classes. 100 members in each class.
● Data Source:
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● Keywords: datasets
● Alias: mixture.example
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6 images
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vowel.train
(Package: ElemStatLearn) :
Vowel Recognition (Deterding data)
Speaker independent recognition of the eleven steady state vowels of British English using a specified training set of lpc derived log area ratios.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: vowel.train
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0 images
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zip.train
(Package: ElemStatLearn) :
Handwritten Digit Recognition Data
This example is a character recognition task: classification of handwritten numerals. This problem captured the attention of the machine learning and neural network community for many years, and has remained a benchmark problem in the field.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: zip.train
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1 images
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nci
(Package: ElemStatLearn) :
NCI microarray data (chap 14)
Human Tumour Microarray Data
● Data Source:
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● Keywords: datasets
● Alias: nci
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0 images
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Radial Velocity of Galaxy NGC7531
● Data Source:
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● Keywords: datasets
● Alias: galaxy
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The dataset is an extract from this survey. It consists of 14 demographic attributes. The dataset is a good mixture of categorical and continuos variables with a lot of missing data. This is characteristic for data mining applications.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: marketing
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0 images
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SAheart
(Package: ElemStatLearn) :
South African Hearth Disease Data
A retrospective sample of males in a heart-disease high-risk region of the Western Cape, South Africa.
● Data Source:
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● Keywords: datasets
● Alias: SAheart
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Political science students were asked to give pairwise dissimilarities for 12 countries.
● Data Source:
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● Keywords: datasets
● Alias: countries
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2 images
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These simulation data are described on the revised page 384-5 of the book. See the errata file for a revised version if your book is not the fourth or later printing.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: orange10.test
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0 images
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providing 
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