1 files changed, 55 insertions, 0 deletions
diff --git a/transform.rb b/transform.rb
new file mode 100644
index 0000000..a00f87d
--- /dev/null
+++ b/transform.rb
@@ -0,0 +1,55 @@
+require 'rubygems'
+require 'opentox-ruby'
+require 'test/unit'
+
+
+class TransformTest < Test::Unit::TestCase
+
+def test_mlr
+  2.times {
+    n_prop = [ [1,1], [2,2], [3,3] ] # erste WH
+    acts = [ 3,2,3 ]   # should yield a constant y=2.8
+    sims = [ 4,2,4 ]   # move constant closer to 3.0
+    q_prop = [0.5,0.5] # extrapolation
+    params={:n_prop => n_prop, :q_prop => q_prop, :sims => sims, :acts => acts}
+
+    prediction = OpenTox::Algorithm::Neighbors.mlr(params)
+    assert_in_delta prediction, 2.8, 1.0E-10 # small deviations, don't know why
+
+    q_prop = [1.5,1.5] # interpolation
+    prediction = OpenTox::Algorithm::Neighbors.mlr(params)
+    assert_in_delta prediction, 2.8, 1.0E-10 # small deviations, don't know why
+  }
+end
+
+#  def test_pca
+#
+#    d = GSL::Matrix.alloc([1,1.1,2,1.9,3,3.3], 3, 2)
+#    td = GSL::Matrix.alloc([-1.3421074161875, -0.127000127000191, 1.46910754318769],3,1)
+#    ev = GSL::Matrix.alloc([0.707106781186548, 0.707106781186548], 2, 1)
+#    rd = GSL::Matrix.alloc([1.05098674493306, 1.043223563717, 1.91019734898661, 2.0, 3.03881590608033, 3.256776436283], 3, 2)
+#
+#    # Lossy
+#    2.times do # repeat to ensure idempotency
+#      pca = OpenTox::Algorithm::Transform::PCA.new(d, 0.05)
+#      assert_equal pca.data_matrix, d
+#      assert_equal pca.data_transformed_matrix, td
+#      assert_equal pca.eigenvector_matrix, ev
+#      assert_equal pca.restore, rd
+#    end
+#
+#    td = GSL::Matrix.alloc([-1.3421074161875, 0.0721061461855949, -0.127000127000191, -0.127000127000191, 1.46910754318769, 0.0548939808145955],3,2)
+#    ev = GSL::Matrix.alloc([0.707106781186548, -0.707106781186548, 0.707106781186548, 0.707106781186548], 2, 2)
+#
+#    # Lossless
+#    2.times do
+#      pca = OpenTox::Algorithm::Transform::PCA.new(d, 0.0)
+#      assert_equal pca.data_matrix, d
+#      assert_equal pca.data_transformed_matrix, td
+#      assert_equal pca.eigenvector_matrix, ev
+#      assert_equal pca.restore, d
+#    end
+#
+#  end
+
+end