scikit-learn_bench/configs/regular/dbscan.json at 098b21b041c65308ab5017f284c8dead4dc07413 · IntelPython/scikit-learn_bench · GitHub

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{
    "INCLUDE": ["../common/sklearn.json", "../common/dbscan.json"],
    "PARAMETERS_SETS": {
        "dbscan datasets": {
            "data": [
                { "dataset": "cifar", "split_kwargs": { "train_size": 15000 } },
                { "dataset": "mnist", "split_kwargs": { "train_size": 40000 } },
                { "dataset": "susy", "split_kwargs": { "train_size": 100000 } },
                {
                    "dataset": "skin_segmentation",
                    "split_kwargs": { "train_size": 100000 },
                    "preprocessing_kwargs": { "normalize": true }
                },
                {
                    "source": "make_blobs",
                    "generation_kwargs": {
                        "centers": 10,
                        "n_samples": 50000,
                        "n_features": [8, 64, 512],
                        "cluster_std": 2.0
                    },
                    "split_kwargs": { "ignore": true }
                }
            ]
        }
    },
    "TEMPLATES": {
        "sklearn dbscan": {
            "SETS": [
                "sklearn-ex[cpu,gpu] implementations",
                "common dbscan parameters",
                "sklearn dbscan parameters",
                "dbscan datasets"
            ]
        },
        "cuml dbscan": {
            "SETS": [
                "cuml implementation",
                "common dbscan parameters",
                "cuml dbscan parameters",
                "dbscan datasets"
            ]
        }
    }
}