功能介绍

标准化是对数据进行按正态化处理的组件

参数说明

脚本示例

脚本

data = np.array([["a", "10.0, 100"],\
    ["b", "-2.5, 9"],\
    ["c", "100.2, 1"],\
    ["d", "-99.9, 100"],\
    ["a", "1.4, 1"],\
    ["b", "-2.2, 9"],\
    ["c", "100.9, 1"]])
df = pd.DataFrame({"col" : data[:,0], "vector" : data[:,1]})
data = dataframeToOperator(df, schemaStr="col string, vector string",op_type="batch")
trainOp = VectorStandardScalerTrainBatchOp().setSelectedCol("vector")
model = trainOp.linkFrom(data)
VectorStandardScalerPredictBatchOp().linkFrom(model, data).collectToDataframe()

结果