我试图预测四个目标数值变量的值,使用机器学习,我对机器学习概念非常陌生,
请帮助我为下面提到的数据集创建一个模型。
请建议使用哪种方法来预测多个值。
我真的不知道怎么开始,从哪里开始,使用哪种算法。
这是我的输入数据集和输出数据集。
输入数据集
// Input dataset
{
"width":1000,
"height":500
"objects": [
{"left": 27.76, "top": 27.5, "width":671, "height": 197},
{"left": 312.2, "top": 154.27, "width":499, "height": 452},
{"left": 707, "top":41.3, "width":1000, "height":714}
]
},
{
"width":1000,
"height":500
"objects": [
{"left": 30.12, "top": 37.5, "width":721, "height": 217},
{"left": 360.2, "top": 160.27, "width":530, "height": 520},
{"left": 720, "top":60, "width":1200, "height":814}
]
},
{
"width":1000,
"height":500
"objects": [
{"left": 35.12, "top": 40.2, "width":721, "height": 217},
{"left": 370.2, "top": 170.27, "width":540, "height": 530},
{"left": 800, "top":90, "width":1250, "height":910}
]
}
输出数据集
{
"width":1000,
"height":500
"objects": [
{"left": 40.27, "top": 30, "width":671, "height": 197},
{"left": 370, "top": 160, "width":499, "height": 452},
{"left": 750, "top":50.13, "width":1000, "height":714}
]
},
{
"width":1000,
"height":500
"objects": [
{"left": 35.15, "top": 47.3, "width":721, "height": 217},
{"left": 410, "top": 190, "width":530, "height": 520},
{"left": 650, "top":90, "width":1200, "height":814}
]
},
{
"width":1000,
"height":500
"objects": [
{"left": 45.12, "top": 45, "width":721, "height": 217},
{"left": 390, "top": 185, "width":540, "height": 530},
{"left": 820, "top":100, "width":1250, "height":910}
]
}