forest regression

md-shafiul-alam · md-shafiul-alam · commit d40389eec8c7 · 2024-09-27T06:35:13.000-07:00
diff --git a/configs/spmd/large_scale/forest_reg.json b/configs/spmd/large_scale/forest_reg.json
@@ -8,7 +8,9 @@
         },
         "synthetic data": {
             "data": [
-                { "source": "make_regression", "generation_kwargs": { "n_samples": 10000000,  "n_features": 100, "noise": 1.25 }, "split_kwargs": { "train_size": 10000000, "test_size": 5000 }, "algorithm": { "estimator_params": { "n_estimators": 20, "max_depth": 4 } }}
+                { "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 } }}
+            
             ]
         }
     },

Original file line number	Diff line number	Diff line change
`@@ -8,7 +8,9 @@`
`8`	`8`	`},`
`9`	`9`	`"synthetic data": {`
`10`	`10`	`"data": [`
`11`		`- { "source": "make_regression", "generation_kwargs": { "n_samples": 10000000, "n_features": 100, "noise": 1.25 }, "split_kwargs": { "train_size": 10000000, "test_size": 5000 }, "algorithm": { "estimator_params": { "n_estimators": 20, "max_depth": 4 } }}`
	`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 } }}`
	`13`	`+`
`12`	`14`	`]`
`13`	`15`	`}`
`14`	`16`	`},`