expand PCA sizes

david-cortes-intel · david-cortes-intel · commit 1bcdccf1d35d · 2025-10-28T18:12:19.000+01:00
diff --git a/configs/common/pca.json b/configs/common/pca.json
@@ -5,7 +5,7 @@
             "algorithm": {
                 "estimator": "PCA",
                 "estimator_params": {
-                    "n_components": 3,
+                    "n_components": 20,
                     "copy": true,
                     "whiten": false,
                     "svd_solver": "covariance_eigh",
diff --git a/configs/regular/pca.json b/configs/regular/pca.json
@@ -6,10 +6,10 @@
                 "data": {
                     "source": "make_blobs",
                     "generation_kwargs": [
-                        { "n_samples": 40000000, "n_features": 5, "centers": 2 },
-                        { "n_samples": 10000000, "n_features": 20, "centers": 2 }
+                        { "n_samples": 5000000, "n_features": 500, "centers": 2 },
+                        { "n_samples": 500000, "n_features": 2000, "centers": 2 }
                     ],
-                    "split_kwargs": { "ignore": true }
+                    "split_kwargs": { "train_size": 0.1, "test_size": null }
                 }
             },
             {

Original file line number	Diff line number	Diff line change
`@@ -6,10 +6,10 @@`
`6`	`6`	`"data": {`
`7`	`7`	`"source": "make_blobs",`
`8`	`8`	`"generation_kwargs": [`
`9`		`- { "n_samples": 40000000, "n_features": 5, "centers": 2 },`
`10`		`- { "n_samples": 10000000, "n_features": 20, "centers": 2 }`
	`9`	`+ { "n_samples": 5000000, "n_features": 500, "centers": 2 },`
	`10`	`+ { "n_samples": 500000, "n_features": 2000, "centers": 2 }`
`11`	`11`	`],`
`12`		`- "split_kwargs": { "ignore": true }`
	`12`	`+ "split_kwargs": { "train_size": 0.1, "test_size": null }`
`13`	`13`	`}`
`14`	`14`	`},`
`15`	`15`	`{`