forest regression

md-shafiul-alam · md-shafiul-alam · commit 906de020380c · 2024-09-27T07:06:51.000-07:00
diff --git a/configs/spmd/large_scale/forest_reg.json b/configs/spmd/large_scale/forest_reg.json
@@ -8,8 +8,8 @@
         },
         "synthetic data": {
             "data": [
-                { "source": "make_regression", "generation_kwargs": { "n_samples": 10000000,  "n_features": 10, "noise": 1.25 }, "split_kwargs": { "train_size": 9090000, "test_size": 100000 }, "algorithm": { "estimator_params": { "n_estimators": 5, "max_depth": 4 } }},
-                { "source": "make_regression", "generation_kwargs": { "n_samples": 100000,  "n_features": 1000, "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": 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 } }}
             
             ]
         }
diff --git a/configs/spmd/large_scale/forest_strong_reg.json b/configs/spmd/large_scale/forest_strong_reg.json
@@ -8,8 +8,8 @@
         },
         "synthetic data": {
             "data": [
-                { "source": "make_regression", "generation_kwargs": { "n_samples": 10000000,  "n_features": 10, "noise": 1.25 }, "split_kwargs": { "train_size": 9090000, "test_size": 100000 }, "algorithm": { "estimator_params": { "n_estimators": 5, "max_depth": 4 } }},
-                { "source": "make_regression", "generation_kwargs": { "n_samples": 100000,  "n_features": 1000, "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": 1000000,  "n_features": 10, "noise": 1.25 }, "split_kwargs": { "train_size": 900000, "test_size": 10000 }, "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 } }}
             
             ]
         }

Original file line number	Diff line number	Diff line change
`@@ -8,8 +8,8 @@`
`8`	`8`	`},`
`9`	`9`	`"synthetic data": {`
`10`	`10`	`"data": [`
`11`		`- { "source": "make_regression", "generation_kwargs": { "n_samples": 10000000, "n_features": 10, "noise": 1.25 }, "split_kwargs": { "train_size": 9090000, "test_size": 100000 }, "algorithm": { "estimator_params": { "n_estimators": 5, "max_depth": 4 } }},`
`12`		`- { "source": "make_regression", "generation_kwargs": { "n_samples": 100000, "n_features": 1000, "noise": 1.25 }, "split_kwargs": { "train_size": 90000, "test_size": 10000 }, "algorithm": { "estimator_params": { "n_estimators": 10, "max_depth": 4 } }}`
	`11`	`+ { "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 } }},`
	`12`	`+ { "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 } }}`
`13`	`13`
`14`	`14`	`]`
`15`	`15`	`}`