| { |
| "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/)" |
| } |
| } |
|
|
