Description Usage Format References
A list consisting of Training and Test data along with corresponding class labels.
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A list consisting of:
(10000 x 10) Matrix of independent normally-distributed training samples conditioned on class membership. There are 7000 samples belonging to class 1, and 3000 samples belonging to class 2. The class 1 mean vector is the vector of length 10 consisting only of -2. Likewise, the class 2 mean vector is the vector of length 10 consisting only of 2. The shared covariance matrix has (i,j) entry (0.5)^|i-j|.
(1000 x 10) Matrix of independenttest data features with the same distributions and class proportions as TrainData
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(10000 x 1) Vector of class labels for the samples in TrainData
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(1000 x 1) Vector of class labels for the samples in TestData
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...
Lapanowski, Alexander F., and Gaynanova, Irina. “Compressing large-sample data for discriminant analysis”, preprint.
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