#include <mlpack/core.hpp>#include <mlpack/methods/matrix_completion/matrix_completion.hpp>#include "catch.hpp"
Include dependency graph for matrix_completion_test.cpp:
Functions | |
| TEST_CASE ("UniformMatrixCompletionSDP", "[MatrixCompletionTest]") | |
| A matrix completion test. More... | |
Detailed Description
Tests for matrix completion
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Function Documentation
◆ TEST_CASE()
| TEST_CASE | ( | "UniformMatrixCompletionSDP" | , |
| "" | [MatrixCompletionTest] | ||
| ) |
A matrix completion test.
The matrix X = F1 F2^T was generated such that the entries of Fi were iid from the uniform distribution on [0, 1]. Then, enough random samples (without replacement) were taking from X such that exact recovered was possible.
X is stored in the file "completion_X.csv" and the indices are stored in the file "completion_indices.csv". Recovery was verified by solving the SDP with Mosek.
