forest reg data same as cls

Author: md-shafiul-alam

configs/spmd/large_scale/forest_reg.json

@@ -8,8 +8,8 @@
         },
         "synthetic data": {
             "data": [
-                { "source": "make_regression", "generation_kwargs": { "n_samples": 1000000,  "n_features": 10, "noise": 1.25 }, "split_kwargs": { "train_size": 900000, "test_size": 100000 }, "algorithm": { "estimator_params": { "n_estimators": 5, "max_depth": 4 } }},
-                { "source": "make_regression", "generation_kwargs": { "n_samples": 100000,  "n_features": 100, "noise": 1.25 }, "split_kwargs": { "train_size": 90000, "test_size": 10000 }, "algorithm": { "estimator_params": { "n_estimators": 10, "max_depth": 4 } }}
+                { "source": "make_regression", "generation_kwargs": { "n_samples": 501000,  "n_features": 10, "noise": 1.25 }, "split_kwargs": { "train_size": 500000, "test_size": 1000 }, "algorithm": { "estimator_params": { "n_estimators": 20, "max_depth": 4 } }},
+                { "source": "make_regression", "generation_kwargs": { "n_samples": 11000,  "n_features": 1000, "noise": 1.25 }, "split_kwargs": { "train_size": 10000, "test_size": 1000 }, "algorithm": { "estimator_params": { "n_estimators": 20, "max_depth": 4 } }}
 
             ]
         }