initial built model

src/main/resources/cv_model/bestModel/metadata/part-00000

@@ -0,0 +1 @@
+{"class":"org.apache.spark.ml.PipelineModel","timestamp":1723422050490,"sparkVersion":"3.4.3","uid":"PipelineModel_4ecdd9f71524","paramMap":{"stageUids":["StringIndexer_d3c63289c493","VectorAssembler_517fc429fbfb","RandomForestClassifier_4909b7ca2bbe"]},"defaultParamMap":{}}

src/main/resources/cv_model/bestModel/stages/0_StringIndexer_d3c63289c493/metadata/part-00000

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+{"class":"org.apache.spark.ml.feature.StringIndexerModel","timestamp":1723422050930,"sparkVersion":"3.4.3","uid":"StringIndexer_d3c63289c493","paramMap":{"outputCol":"indexed_target","inputCol":"target"},"defaultParamMap":{"stringOrderType":"frequencyDesc","handleInvalid":"error","outputCol":"StringIndexer_d3c63289c493__output"}}

src/main/resources/cv_model/bestModel/stages/1_VectorAssembler_517fc429fbfb/metadata/part-00000

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+{"class":"org.apache.spark.ml.feature.VectorAssembler","timestamp":1723422054241,"sparkVersion":"3.4.3","uid":"VectorAssembler_517fc429fbfb","paramMap":{"inputCols":["domain","subdomain","top_level_domain","query","fragment","redirect","path","redirect_chain","hsts_header","ssl_stripping","hostname_embedding","javascript_check","shortening_service","has_ip_address","tracking_descriptions","url_encoding","has_executable","tls","contents"],"outputCol":"features"},"defaultParamMap":{"handleInvalid":"error","outputCol":"VectorAssembler_517fc429fbfb__output"}}

src/main/resources/cv_model/bestModel/stages/2_RandomForestClassifier_4909b7ca2bbe/metadata/part-00000

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+{"class":"org.apache.spark.ml.classification.RandomForestClassificationModel","timestamp":1723422054559,"sparkVersion":"3.4.3","uid":"RandomForestClassifier_4909b7ca2bbe","paramMap":{"featuresCol":"features","numTrees":100,"maxDepth":10,"labelCol":"indexed_target"},"defaultParamMap":{"featuresCol":"features","rawPredictionCol":"rawPrediction","maxBins":32,"predictionCol":"prediction","minInstancesPerNode":1,"minWeightFractionPerNode":0.0,"cacheNodeIds":false,"minInfoGain":0.0,"numTrees":20,"maxDepth":5,"impurity":"gini","subsamplingRate":1.0,"leafCol":"","labelCol":"label","probabilityCol":"probability","bootstrap":true,"featureSubsetStrategy":"auto","checkpointInterval":10,"maxMemoryInMB":256,"seed":6182040365248539008},"numFeatures":19,"numClasses":4,"numTrees":100}

src/main/resources/cv_model/estimator/metadata/part-00000

@@ -0,0 +1 @@
+{"class":"org.apache.spark.ml.Pipeline","timestamp":1723422048367,"sparkVersion":"3.4.3","uid":"Pipeline_58a1fe22f286","paramMap":{"stageUids":["StringIndexer_d3c63289c493","VectorAssembler_517fc429fbfb","RandomForestClassifier_4909b7ca2bbe"]},"defaultParamMap":{}}

src/main/resources/cv_model/estimator/stages/0_StringIndexer_d3c63289c493/metadata/part-00000

@@ -0,0 +1 @@
+{"class":"org.apache.spark.ml.feature.StringIndexer","timestamp":1723422049018,"sparkVersion":"3.4.3","uid":"StringIndexer_d3c63289c493","paramMap":{"outputCol":"indexed_target","inputCol":"target"},"defaultParamMap":{"stringOrderType":"frequencyDesc","handleInvalid":"error","outputCol":"StringIndexer_d3c63289c493__output"}}

src/main/resources/cv_model/estimator/stages/1_VectorAssembler_517fc429fbfb/metadata/part-00000

@@ -0,0 +1 @@
+{"class":"org.apache.spark.ml.feature.VectorAssembler","timestamp":1723422049580,"sparkVersion":"3.4.3","uid":"VectorAssembler_517fc429fbfb","paramMap":{"inputCols":["domain","subdomain","top_level_domain","query","fragment","redirect","path","redirect_chain","hsts_header","ssl_stripping","hostname_embedding","javascript_check","shortening_service","has_ip_address","tracking_descriptions","url_encoding","has_executable","tls","contents"],"outputCol":"features"},"defaultParamMap":{"handleInvalid":"error","outputCol":"VectorAssembler_517fc429fbfb__output"}}

src/main/resources/cv_model/estimator/stages/2_RandomForestClassifier_4909b7ca2bbe/metadata/part-00000

@@ -0,0 +1 @@
+{"class":"org.apache.spark.ml.classification.RandomForestClassifier","timestamp":1723422050089,"sparkVersion":"3.4.3","uid":"RandomForestClassifier_4909b7ca2bbe","paramMap":{"featuresCol":"features","labelCol":"indexed_target"},"defaultParamMap":{"featuresCol":"features","rawPredictionCol":"rawPrediction","maxBins":32,"predictionCol":"prediction","minInstancesPerNode":1,"minWeightFractionPerNode":0.0,"cacheNodeIds":false,"minInfoGain":0.0,"numTrees":20,"maxDepth":5,"impurity":"gini","subsamplingRate":1.0,"leafCol":"","labelCol":"label","probabilityCol":"probability","bootstrap":true,"featureSubsetStrategy":"auto","checkpointInterval":10,"maxMemoryInMB":256,"seed":6182040365248539008}}

src/main/resources/cv_model/evaluator/metadata/part-00000

@@ -0,0 +1 @@
+{"class":"org.apache.spark.ml.evaluation.MulticlassClassificationEvaluator","timestamp":1723422047764,"sparkVersion":"3.4.3","uid":"MulticlassClassificationEvaluator_f31cf4d2b0db","paramMap":{"metricName":"accuracy","labelCol":"indexed_target"},"defaultParamMap":{"eps":1.0E-15,"beta":1.0,"metricName":"f1","predictionCol":"prediction","labelCol":"label","metricLabel":0.0,"probabilityCol":"probability"}}

src/main/resources/cv_model/metadata/part-00000

@@ -0,0 +1 @@
+{"class":"org.apache.spark.ml.tuning.CrossValidatorModel","timestamp":1723422046660,"sparkVersion":"3.4.3","uid":"CrossValidatorModel_5c96b33c8d82","paramMap":{"seed":-2084793586583917283,"numFolds":5,"foldCol":"","estimatorParamMaps":[[{"parent":"RandomForestClassifier_4909b7ca2bbe","name":"numTrees","value":"100","isJson":"true"},{"parent":"RandomForestClassifier_4909b7ca2bbe","name":"maxDepth","value":"10","isJson":"true"}]]},"defaultParamMap":{"seed":880116102,"numFolds":3,"foldCol":""},"avgMetrics":[0.8736361548764979],"persistSubModels":false}