| LDA_Data {biClassify} | R Documentation |
A list consisting of Training and Test data along with corresponding class labels.
Description
A list consisting of Training and Test data along with corresponding class labels.
Usage
LDA_Data
Format
A list consisting of:
- TrainData
(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|.
- TestData
(1000 x 10) Matrix of independenttest data features with the same distributions and class proportions as
TrainData
.
- Train
(10000 x 1) Vector of class labels for the samples in
TrainData.- TestCat
(1000 x 1) Vector of class labels for the samples in
TestData.
...
References
Lapanowski, Alexander F., and Gaynanova, Irina. “Compressing large-sample data for discriminant analysis”, preprint.