{ "svm": { "model_type": "dreg_svr", "file": "svm.model.safetensors.zst", "framework": "safetensors", "kernel": "rbf", "svm_type": "epsilon_svr", "libsvm_kernel_type": 2, "libsvm_svm_type": 3, "n_support_vectors": 605187, "n_features": 360, "gamma": 0.00277777777777778, "rho": 0.520706653594971, "epsilon": 0.1, "cost": 1, "y_center": 0.0303030303030303, "y_scale": 0.171419851714898, "genomic_data_model": { "window_sizes": [10, 25, 50, 500, 5000], "half_n_windows": [10, 10, 30, 20, 20], "note": "Feature layout this SVR was trained on -- a model is only meaningful relative to the exact feature layout it was trained on, so always use these values with this model rather than re-deriving them." }, "source": "asvm.gdm.6.6M.20170828.rdata (https://zenodo.org/records/10113379), Danko-Lab/dREG" }, "rf": { "model_type": "dreg_peak_split_forest", "file": "rf.model.safetensors.zst", "framework": "safetensors", "algorithm": "random_forest_regression", "n_trees": 500, "max_nodes_per_tree": 153, "n_features": 10, "feature_names": ["dist", "r1", "r2", "y1", "y2", "maxy", "d1", "d2", "d3", "dr"], "source": "rf-model-201803.RDS (Danko-Lab/dREG, dREG/inst/extdata/)" } }