TuberVision / app /m3_coefficients.json
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feat: gradio demo
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{
"M1": {
"name": "M1",
"predictors": [
"total_area_in2"
],
"response": "obs_sum_B_A1_A2_OV",
"intercept": -1.7049879158504684,
"coefficients": {
"total_area_in2": 0.02647780815837893
},
"n_train_plots": 354,
"in_sample_r2": 0.9273415624231656
},
"M2": {
"name": "M2",
"predictors": [
"area_B_in2",
"area_A1_in2",
"area_A2_in2",
"area_OV_in2"
],
"response": "obs_sum_B_A1_A2_OV",
"intercept": -0.8563684810328649,
"coefficients": {
"area_B_in2": 0.014636824171552563,
"area_A1_in2": 0.024519069655545584,
"area_A2_in2": 0.031892946157654006,
"area_OV_in2": 0.030907805108839847
},
"n_train_plots": 354,
"in_sample_r2": 0.9732369058081672
},
"M3": {
"name": "M3",
"predictors": [
"area_B_in2",
"area_A1_in2",
"area_A2_in2",
"area_OV_in2",
"mean_area"
],
"response": "obs_sum_B_A1_A2_OV",
"intercept": 0.4692250209658635,
"coefficients": {
"area_B_in2": 0.012727900951238946,
"area_A1_in2": 0.02460340123486521,
"area_A2_in2": 0.03252499279274441,
"area_OV_in2": 0.03344203897991628,
"mean_area": -0.29153350745765855
},
"n_train_plots": 354,
"in_sample_r2": 0.9735906422132543
}
}