Update app.py

app.py

@@ -14,9 +14,10 @@ def load_dataset():
   return X,X_sp,y
 
 def compare_lasso_dense():
-  alpha = 1
-  sparse_lasso = Lasso(alpha=alpha, fit_intercept=False, max_iter=1000)
-  dense_lasso = Lasso(alpha=alpha, fit_intercept=False, max_iter=1000)
+  alpha_dense = 1
+  alpha_sparse = 0.1
+  sparse_lasso = Lasso(alpha= alpha_sparse, fit_intercept=False, max_iter=1000)
+  dense_lasso = Lasso(alpha=alpha_dense, fit_intercept=False, max_iter=1000)
 
   t0 = time()
   sparse_lasso.fit(X_sp, y)