import libraries for spark random forest classifier
import pyspark from pyspark.sql import SparkSession from pyspark.ml.regression import RandomForestRegressor from pyspark.ml.feature import StringIndexer, VectorAssembler from pyspark.ml.feature import VectorAssembler from pyspark.ml import Pipeline from pyspark.ml.evaluation import BinaryClassificationEvaluator