{ "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": {} }