heterodata
(Package: Rmixmod) :
Composite data with training and testing set
The data set is made up of 5 variables: 3 categorical variables and 2 quantitative variables. The original data set contains 200 individuals. The training data set has 300 individuals while the testing data set has 100 individuals.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: heterodata
●
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finance
(Package: Rmixmod) :
Composite data : Financial health of companies
This data set is made up of 216 healthy firms and 212 bankruptcy firms (year 2002) and also 241 healthy firms and 220 bankruptcy firms (year 2003). Companies are described by four financial ratios expected to provide some meaningful information about their health: EBITDA/Total Assets, Value Added/Total Sales, Quick Ratio, Accounts Payable/Total Sales. This data set offers the possibility to predict the company's ability to cover its financial obligations and also to study its stability over the years.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: finance
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heterodatatrain
(Package: Rmixmod) :
Composite data: A training set
The data set is made up of 5 variables: 3 categorical variables and 2 quantitative variables. The training data set has 300 individuals.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: heterodatatrain
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birds
(Package: Rmixmod) :
Qualitative data : morphological description of birds
The dataset contains details on the morphology of birds (puffins). Each individual (bird) is described by 6 qualitative variables. One variable for the gender and 5 variables giving a morphological description of the birds. There is 69 puffins divided in 2 sub-classes: lherminieri (34) and subalaris (35).
● Data Source:
CranContrib
● Keywords: datasets
● Alias: birds
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geyser
(Package: Rmixmod) :
Quantitative data: Old Faithful Geyser
The file geyser.rda contains 272 observations from the Old Faithful Geyser in the Yellowstone National Park. Each observation consists of two measurements : the duration (in minutes) of the eruption and the waiting time (in minutes) to the next eruption.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: geyser
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car
(Package: Rmixmod) :
Qualitative data : Car Evaluation
Car Evaluation Database was derived from a simple hierarchical decision model originally developed for the demonstration of DEX, M. Bohanec, V. Rajkovic: Expert system for decision making.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: car
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heterodatatest
(Package: Rmixmod) :
Composite data: A testing set
The data set is made up of 5 variables: 3 categorical variables and 2 quantitative variables. The testing data set has 100 individuals.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: heterodatatest
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titanic
(Package: Rmixmod) :
Qualitative data: Survival of passengers on the Titanic
For each person on board the fatal maiden voyage of the ocean liner Titanic, this dataset records: sex, age [adult/child], economic status [first/second/third class, or crew] and whether or not that person survived. Values are aligned and delimited by blanks. There are no missing values.
● Data Source:
CranContrib
● Keywords: datasets
● Alias: titanic
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