我想使用 pyspark 执行 k 折交叉验证来微调参数,我正在使用 pyspark.ml。我收到属性错误。
AttributeError: 'DataFrame' 对象没有属性 '_jdf'
我最初尝试使用 pyspark.mllib 但未能成功执行 k 折交叉验证
import pandas as pd
from pyspark import SparkConf, SparkContext
from pyspark.ml.classification import DecisionTreeClassifier
data=pd.read_csv("file:///SparkCourse/wdbc.csv", header=None)
type(data)
print(data)
conf = SparkConf().setMaster("local").setAppName("SparkDecisionTree")
sc = SparkContext(conf = conf)
# Create initial Decision Tree Model
dt = DecisionTreeClassifier(labelCol="label", featuresCol="features",
maxDepth=3)
# Train model with Training Data
dtModel = dt.fit(data)
# I expect the model to be trained but I'm getting the following error
AttributeError: 'DataFrame' object has no attribute …Run Code Online (Sandbox Code Playgroud) pyspark ×1