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model_evaluation.json
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{
"X320_Y130": {
"True Mass": 320.0,
"Naive Sum": {
"Eta_MSE": 1.2755489349365234,
"Mass_MSE": 3351.270751953125,
"Mass_MAPE": 11.409111022949219
},
"DNN": {
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"Mass_MSE": 1115.6256103515625,
"Mass_MAPE": 6.56353235244751
},
"GNN": {
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"Mass_MSE": 1081.23583984375,
"Mass_MAPE": 6.386415481567383
}
},
"X300_Y170": {
"True Mass": 300.0,
"Naive Sum": {
"Eta_MSE": 1.265502691268921,
"Mass_MSE": 3546.72998046875,
"Mass_MAPE": 13.079686164855957
},
"DNN": {
"Eta_MSE": 0.4816497564315796,
"Mass_MSE": 1267.3094482421875,
"Mass_MAPE": 7.856889724731445
},
"GNN": {
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"Mass_MAPE": 8.129612922668457
}
},
"X290_Y100": {
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"Naive Sum": {
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"Mass_MSE": 2874.343994140625,
"Mass_MAPE": 11.430678367614746
},
"DNN": {
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"Mass_MSE": 793.9556884765625,
"Mass_MAPE": 6.036954879760742
},
"GNN": {
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"Mass_MSE": 878.4080810546875,
"Mass_MAPE": 6.303792953491211
}
},
"X400_Y60": {
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"Naive Sum": {
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"Mass_MSE": 3602.16015625,
"Mass_MAPE": 9.127134323120117
},
"DNN": {
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},
"GNN": {
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"Mass_MAPE": 6.1897711753845215
}
},
"X330_Y230": {
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"Naive Sum": {
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},
"DNN": {
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"Mass_MSE": 2386.738037109375,
"Mass_MAPE": 10.1337251663208
},
"GNN": {
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"Mass_MSE": 2603.456298828125,
"Mass_MAPE": 10.538178443908691
}
}
}