knn

md-shafiul-alam · md-shafiul-alam · commit b7d962e0c51d · 2024-09-24T06:32:47.000-07:00
diff --git a/configs/spmd/large_scale/knn.json b/configs/spmd/large_scale/knn.json
@@ -19,8 +19,8 @@
         },
         "synthetic classification data": {
             "data": [
-		        { "source": "make_classification", "split_kwargs": { "train_size": 500000, "test_size": 50000 },   "generation_kwargs": {  "n_samples": 550000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } },
-		        { "source": "make_classification", "split_kwargs": { "train_size": 50000, "test_size": 500000 },   "generation_kwargs": {  "n_samples": 550000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } }
+		        { "source": "make_classification", "split_kwargs": { "train_size": 50000, "test_size": 5000 },   "generation_kwargs": {  "n_samples": 55000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } },
+		        { "source": "make_classification", "split_kwargs": { "train_size": 5000, "test_size": 50000 },   "generation_kwargs": {  "n_samples": 55000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } }
             ]
         }	
     },
diff --git a/configs/spmd/large_scale/knn_strong.json b/configs/spmd/large_scale/knn_strong.json
@@ -19,8 +19,8 @@
         },
         "synthetic classification data": {
             "data": [
-		        { "source": "make_classification", "split_kwargs": { "train_size": 500000, "test_size": 50000 },   "generation_kwargs": {  "n_samples": 550000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } },
-		        { "source": "make_classification", "split_kwargs": { "train_size": 50000, "test_size": 500000 },   "generation_kwargs": {  "n_samples": 550000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } }
+		        { "source": "make_classification", "split_kwargs": { "train_size": 500000, "test_size": 5000 },   "generation_kwargs": {  "n_samples": 505000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } },
+		        { "source": "make_classification", "split_kwargs": { "train_size": 5000, "test_size": 500000 },   "generation_kwargs": {  "n_samples": 500500,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } }
             ]
         }	
     },

Original file line number	Diff line number	Diff line change
`@@ -19,8 +19,8 @@`
`19`	`19`	`},`
`20`	`20`	`"synthetic classification data": {`
`21`	`21`	`"data": [`
`22`		`- { "source": "make_classification", "split_kwargs": { "train_size": 500000, "test_size": 50000 }, "generation_kwargs": { "n_samples": 550000, "n_features": 100, "n_classes": 2, "n_informative": "[SPECIAL_VALUE]0.5" } },`
`23`		`- { "source": "make_classification", "split_kwargs": { "train_size": 50000, "test_size": 500000 }, "generation_kwargs": { "n_samples": 550000, "n_features": 100, "n_classes": 2, "n_informative": "[SPECIAL_VALUE]0.5" } }`
	`22`	`+ { "source": "make_classification", "split_kwargs": { "train_size": 50000, "test_size": 5000 }, "generation_kwargs": { "n_samples": 55000, "n_features": 100, "n_classes": 2, "n_informative": "[SPECIAL_VALUE]0.5" } },`
	`23`	`+ { "source": "make_classification", "split_kwargs": { "train_size": 5000, "test_size": 50000 }, "generation_kwargs": { "n_samples": 55000, "n_features": 100, "n_classes": 2, "n_informative": "[SPECIAL_VALUE]0.5" } }`
`24`	`24`	`]`
`25`	`25`	`}`
`26`	`26`	`},`