uci_data_loader v0.1.1 UCIDataLoader
UCI module has method that load of data from UCI repository.
iex> UCIDataLoader.load_iris
%UCIDataLoader {
data: [[5.1, 3.5, 1.4, 0.2], [4.9, 3.0, 1.4, 0.2], [4.7, 3.2, 1.3, 0.2], ...],
target_all_name: ["Iris-setosa", "Iris-setosa", "Iris-setosa", "Iris-setosa", ...],
target_names: ["Iris-setosa", "Iris-versicolor", "Iris-virginica"],
length: 4,
amount: 150,
cluster_num: 3,
each_amount: [50, 50, 50],
}
Link to this section Summary
Functions
Data load from iris in UCI repository
Data load from wine quality in UCI repository
This method do number of n Sampling with Replacement
Link to this section Functions
Link to this function
load_iris()
Data load from iris in UCI repository.
refer
http://archive.ics.uci.edu/ml/datasets/Iris
Link to this function
load_wine_quality()
Data load from wine quality in UCI repository.
refer
http://archive.ics.uci.edu/ml/datasets/Wine+Quality
Link to this function
sampling_with_replace(datasets, n)
This method do number of n Sampling with Replacement.