Update test_func_ge.py

XMU-Kuangnan-Fang-Team · Oct 27, 2024 · 36da87f · 36da87f
1 parent 10f6128
commit 36da87f
Showing 1 changed file with 5 additions and 3 deletions.
diff --git a/pytest/test_func_ge.py b/pytest/test_func_ge.py
@@ -5,20 +5,22 @@
 
 def test_func_ge():
   func_continuous = sim_data_func(n=500, m=30, ytype='Continuous', seed=123)
+  func_binary = sim_data_func(n=500, m=30, ytype='Binary', seed=123)
+  func_survival = sim_data_func(n=500, m=30, ytype='Binary', seed=123)
   func_ge_res_1 = func_ge(func_continuous['y'], func_continuous['z'], func_continuous['location'], func_continuous['X'], 
                           'Continuous', 'Bspline', num_hidden_layers=2, nodes_hidden_layer=[100,10], Learning_Rate2=0.035, 
                           L2=0.01, Learning_Rate1=0.02, L=0.01, Num_Epochs=50, nbasis1=5, params1=4, Bsplines=5, norder1=4, 
                           model=None, split_type=1, ratio=[3, 1, 1], plot_res=False)
-  func_ge_res_2 = func_ge(func_continuous['y'], func_continuous['z'], func_continuous['location'], func_continuous['X'], 
+  func_ge_res_2 = func_ge(func_binary['y'], func_binary['z'], func_binary['location'], func_binary['X'], 
                           'Binary', 'Fourier', num_hidden_layers=2, nodes_hidden_layer=[100,10], Learning_Rate2=0.035, 
                           L2=0.01, Learning_Rate1=0.02, L=0.01, Num_Epochs=50, nbasis1=5, params1=4, Bsplines=5, norder1=4, 
                           model=None, split_type=0, ratio=[7, 3], plot_res=True)
-  func_ge_res_3 = func_ge(func_continuous['y'], func_continuous['z'], func_continuous['location'], func_continuous['X'], 
+  func_ge_res_3 = func_ge(func_survival['y'], func_survival['z'], func_survival['location'], func_survival['X'], 
                           'Survival', 'Monomial', num_hidden_layers=2, nodes_hidden_layer=[100,10], Learning_Rate2=0.035, 
                           L2=0.01, Learning_Rate1=0.02, L=0.01, Num_Epochs=50, nbasis1=5, params1=4, Bsplines=5, norder1=4, 
                           model=None, split_type=0, ratio=[7, 3], plot_res=True, plot_beta = False) 
   func_ge_res_4 = func_ge(func_continuous['y'], func_continuous['z'], func_continuous['location'], func_continuous['X'], 
-                          'Survival', 'Exponential', num_hidden_layers=2, nodes_hidden_layer=[100,10], Learning_Rate2=0.035, 
+                          'Continuous', 'Exponential', num_hidden_layers=2, nodes_hidden_layer=[100,10], Learning_Rate2=0.035, 
                           L2=0.01, Learning_Rate1=0.02, L=0.01, Num_Epochs=50, nbasis1=5, params1=4, t=0.01, Bsplines=5, norder1=4, 
                           model=None, split_type=0, ratio=[7, 3], plot_res=True)  
   assert func_ge_res_1 is not None