svm_variational.json

{
    "algorithm": {
        "name": "SVM_Variational",
        "circuit_depth": 3
    },
    "problem": {"name": "svm_classification"},
    "backend": {"name": "local_qasm_simulator", "shots": 1000},
    "optimizer": {"name": "SPSA", "max_trials": 100, "save_steps": 10},
    "input": {
        "name": "SVMInput",
        "training_dataset": {"A": [[6.220353454107791, 4.1469023027385274], [3.204424506661589, 4.335397861953915], [3.5185837720205684, 3.7699111843077513], [2.4504422698000385, 5.717698629533423], [4.39822971502571, 2.324778563656447], [2.9530970943744057, 1.8221237390820801], [2.8902652413026093, 4.838052686528282], [3.015928947446201, 4.1469023027385274], [1.4451326206513047, 2.827433388230814], [0.0, 4.335397861953915], [3.5185837720205684, 2.4504422698000385], [1.7592918860102842, 2.6389378290154264], [5.717698629533423, 1.9477874452256716], [3.330088212805181, 1.2566370614359172], [1.382300767579509, 0.6911503837897545], [3.015928947446201, 2.324778563656447], [5.780530482605219, 0.9424777960769378], [0.06283185307179587, 5.0893800988154645], [2.9530970943744057, 4.9637163926718735], [3.7699111843077513, 4.084070449666731]], "B": [[1.4451326206513047, 5.277875658030853], [1.5079644737231006, 5.0893800988154645], [0.8168140899333463, 5.277875658030853], [1.0053096491487339, 0.25132741228718347], [0.3141592653589793, 6.220353454107791], [4.335397861953915, 3.4557519189487724], [3.4557519189487724, 6.031857894892402], [5.592034923389832, 0.5026548245743669], [0.3141592653589793, 5.654866776461628], [0.5654866776461628, 1.5079644737231006], [5.277875658030853, 3.141592653589793], [4.272566008882119, 0.5026548245743669], [2.0106192982974678, 4.461061568097507], [4.0212385965949355, 4.71238898038469], [1.4451326206513047, 4.900884539600077], [1.8849555921538756, 3.204424506661589], [5.592034923389832, 1.4451326206513047], [2.3876104167282426, 4.335397861953915], [4.084070449666731, 2.3876104167282426], [4.084070449666731, 4.649557127312894]]},
        "test_dataset":
{"A": [[4.900884539600077, 5.780530482605219], [1.6336281798666925, 2.199114857512855], [6.094689747964199, 0.6283185307179586], [5.340707511102648, 3.8327430373795477], [3.015928947446201, 0.6911503837897545], [0.6911503837897545, 4.71238898038469], [3.267256359733385, 0.8796459430051421], [0.18849555921538758, 5.403539364174444], [0.18849555921538758, 0.8168140899333463], [3.4557519189487724, 1.4451326206513047]], "B": [[0.6911503837897545, 5.215043804959057], [1.9477874452256716, 1.3194689145077132], [2.6389378290154264, 3.204424506661589], [1.5079644737231006, 0.8168140899333463], [2.701769682087222, 3.3929200658769765], [4.523893421169302, 3.5185837720205684], [2.261946710584651, 4.39822971502571], [4.71238898038469, 2.827433388230814], [2.199114857512855, 1.1938052083641213], [2.764601535159018, 3.707079331235956]]},
        "datapoints": [[4.900884539600077, 5.780530482605219], [1.6336281798666925, 2.199114857512855], [6.094689747964199, 0.6283185307179586], [5.340707511102648, 3.8327430373795477], [3.015928947446201, 0.6911503837897545], [0.6911503837897545, 4.71238898038469], [3.267256359733385, 0.8796459430051421], [0.18849555921538758, 5.403539364174444], [0.18849555921538758, 0.8168140899333463], [3.4557519189487724, 1.4451326206513047], [0.6911503837897545, 5.215043804959057], [1.9477874452256716, 1.3194689145077132], [2.6389378290154264, 3.204424506661589], [1.5079644737231006, 0.8168140899333463], [2.701769682087222, 3.3929200658769765], [4.523893421169302, 3.5185837720205684], [2.261946710584651, 4.39822971502571], [4.71238898038469, 2.827433388230814], [2.199114857512855, 1.1938052083641213], [2.764601535159018, 3.707079331235956]]
    }
}