| { | |
| "name": "forest_v1_0", | |
| "filename": "covtype.csv", | |
| "ratio": { | |
| "train": 0.8, | |
| "val": 0.1, | |
| "test": 0.1 | |
| }, | |
| "shape": { | |
| "train": [ | |
| 464808, | |
| 55 | |
| ], | |
| "val": [ | |
| 58102, | |
| 55 | |
| ], | |
| "test": [ | |
| 58102, | |
| 55 | |
| ] | |
| }, | |
| "label_distribution_before": { | |
| "1": 283301, | |
| "0": 211840, | |
| "2": 35754, | |
| "6": 20510, | |
| "5": 17367, | |
| "4": 9493, | |
| "3": 2747 | |
| }, | |
| "label_distribution_after": { | |
| "train": { | |
| "1": 226640, | |
| "0": 169472, | |
| "2": 28603, | |
| "6": 16408, | |
| "5": 13893, | |
| "4": 7595, | |
| "3": 2197 | |
| }, | |
| "val": { | |
| "1": 28330, | |
| "0": 21184, | |
| "2": 3576, | |
| "6": 2051, | |
| "5": 1737, | |
| "4": 949, | |
| "3": 275 | |
| }, | |
| "test": { | |
| "1": 28331, | |
| "0": 21184, | |
| "2": 3575, | |
| "6": 2051, | |
| "5": 1737, | |
| "4": 949, | |
| "3": 275 | |
| } | |
| }, | |
| "label_map": { | |
| "0": "Spruce/Fir", | |
| "1": "Lodgepole Pine", | |
| "2": "Ponderosa Pine", | |
| "3": "Cottonwood/Willow", | |
| "4": "Aspen", | |
| "5": "Douglas-fir", | |
| "6": "Krummholz" | |
| }, | |
| "numerical_columns_count": 10, | |
| "categorical_columns_count": 44, | |
| "numerical_columns": [ | |
| "Elevation", | |
| "Aspect", | |
| "Slope", | |
| "Horizontal_Distance_To_Hydrology", | |
| "Vertical_Distance_To_Hydrology", | |
| "Horizontal_Distance_To_Roadways", | |
| "Hillshade_9am", | |
| "Hillshade_Noon", | |
| "Hillshade_3pm", | |
| "Horizontal_Distance_To_Fire_Points" | |
| ], | |
| "categorical_columns": [ | |
| "Wilderness_Area1", | |
| "Wilderness_Area2", | |
| "Wilderness_Area3", | |
| "Wilderness_Area4", | |
| "Soil_Type1", | |
| "Soil_Type2", | |
| "Soil_Type3", | |
| "Soil_Type4", | |
| "Soil_Type5", | |
| "Soil_Type6", | |
| "Soil_Type7", | |
| "Soil_Type8", | |
| "Soil_Type9", | |
| "Soil_Type10", | |
| "Soil_Type11", | |
| "Soil_Type12", | |
| "Soil_Type13", | |
| "Soil_Type14", | |
| "Soil_Type15", | |
| "Soil_Type16", | |
| "Soil_Type17", | |
| "Soil_Type18", | |
| "Soil_Type19", | |
| "Soil_Type20", | |
| "Soil_Type21", | |
| "Soil_Type22", | |
| "Soil_Type23", | |
| "Soil_Type24", | |
| "Soil_Type25", | |
| "Soil_Type26", | |
| "Soil_Type27", | |
| "Soil_Type28", | |
| "Soil_Type29", | |
| "Soil_Type30", | |
| "Soil_Type31", | |
| "Soil_Type32", | |
| "Soil_Type33", | |
| "Soil_Type34", | |
| "Soil_Type35", | |
| "Soil_Type36", | |
| "Soil_Type37", | |
| "Soil_Type38", | |
| "Soil_Type39", | |
| "Soil_Type40" | |
| ], | |
| "random_seed": 42, | |
| "target_column": "Cover_Type", | |
| "sampling_params": {} | |
| } |