Hello, I was doing cross Validation and yesterday everything was fine but suddenly i started getting this error on random forest cCV evaluation
Balanced Error Rate 0.111, b=random-forest-ensemble - EnsembleModel(class-name=org.tribuo.ensemble.WeightedEnsembleModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 of 10),weighted=false,sampled=false,indices=[]),trainer=Trainer(class-name=org.tribuo.common.tree.RandomForestTrainer,seed=12345,innerTrainer=Trainer(class-name=org.tribuo.classification.dtree.CARTClassificationTrainer,maxDepth=6,impurity=LabelImpurity(class-name=org.tribuo.classification.dtree.impurity.GiniIndex,host-short-name=LabelImpurity),seed=12345,fractionFeaturesInSplit=0.5,minChildWeight=5.0,train-invocation-count=450,is-sequence=false,host-short-name=Trainer),combiner=EnsembleCombiner(class-name=org.tribuo.classification.ensemble.VotingCombiner,host-short-name=EnsembleCombiner),numMembers=50,train-invocation-count=9,is-sequence=false,host-short-name=Trainer),trained-at=2020-11-07T17:14:24.038+05:30,instance-values={},member-provenance=[Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 of 10),weighted=false,sampled=false,indices=[]),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=391609216,tag=,weighted=false,sampled=true,indices=[]),trainer=Trainer(class-name=org.tribuo.classification.dtree.CARTClassificationTrainer,maxDepth=6,impurity=LabelImpurity(class-name=org.tribuo.classification.dtree.impurity.GiniIndex,host-short-name=LabelImpurity),seed=12345,fractionFeaturesInSplit=0.5,minChildWeight=5.0,train-invocation-count=450,is-sequence=false,host-short-name=Trainer),trained-at=2020-11-07T17:14:23.994+05:30,instance-values={},tribuo-version=4.0.1), Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 of 10),weighted=false,sampled=false,indices=[]),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=1095479433,tag=,weighted=false,sampled=true,indices=[]),trainer=Trainer(class-name=org.tribuo.classification.dtree.CARTClassificationTrainer,maxDepth=6,impurity=LabelImpurity(class-name=org.tribuo.classification.dtree.impurity.GiniIndex,host-short-name=LabelImpurity),seed=12345,fractionFeaturesInSplit=0.5,minChildWeight=5.0,train-invocation-count=451,is-sequence=false,host-short-name=Trainer),trained-at=2020-11-07T17:14:23.995+05:30,instance-values={},tribuo-version=4.0.1), Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 of 10),weighted=false,sampled=false,indices=[]),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=687339924,tag=,weighted=false,sampled=true,indices=[]),trainer=Trainer(class-name=org.tribuo.classification.dtree.CARTClassificationTrainer,maxDepth=6,impurity=LabelImpurity(class-name=org.tribuo.classification.dtree.impurity.GiniIndex,host-short-name=LabelImpurity),seed=12345,fractionFeaturesInSplit=0.5,minChildWeight=5.0,train-invocation-count=452,is-sequence=false,host-short-name=Trainer),trained-at=2020-11-07T17:14:23.997+05:30,instance-values={},tribuo-version=4.0.1), Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 of 10),weighted=false,sampled=false,indices=[]),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=644176291,tag=,weighted=false,sampled=true,indices=[]),trainer=Trainer(class-name=org.tribuo.classification.dtree.CARTClassificationTrainer,maxDepth=6,impurity=LabelImpurity(class-name=org.tribuo.classification.dtree.impurity.GiniIndex,host-short-name=LabelImpurity),seed=12345,fractionFeaturesInSplit=0.5,minChildWeight=5.0,train-invocation-count=453,is-sequence=false,host-short-name=Trainer),trained-at=2020-11-07T17:14:23.998+05:30,instance-values={},tribuo-version=4.0.1), Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 of 10),weighted=false,sampled=false,indices=[]),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1386680897,tag=,weighted=false,sampled=true,indices=[]),trainer=Trainer(class-name=org.tribuo.classification.dtree.CARTClassificationTrainer,maxDepth=6,impurity=LabelImpurity(class-name=org.tribuo.classification.dtree.impurity.GiniIndex,host-short-name=LabelImpurity),seed=12345,fractionFeaturesInSplit=0.5,minChildWeight=5.0,train-invocation-count=454,is-sequence=false,host-short-name=Trainer),trained-at=2020-11-07T17:14:23.999+05:30,instance-values={},tribuo-version=4.0.1), Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 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Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 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Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 of 10),weighted=false,sampled=false,indices=[]),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1836355594,tag=,weighted=false,sampled=true,indices=[]),trainer=Trainer(class-name=org.tribuo.classification.dtree.CARTClassificationTrainer,maxDepth=6,impurity=LabelImpurity(class-name=org.tribuo.classification.dtree.impurity.GiniIndex,host-short-name=LabelImpurity),seed=12345,fractionFeaturesInSplit=0.5,minChildWeight=5.0,train-invocation-count=457,is-sequence=false,host-short-name=Trainer),trained-at=2020-11-07T17:14:24.002+05:30,instance-values={},tribuo-version=4.0.1), Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 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Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 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Model(class-name=org.tribuo.common.tree.TreeModel,dataset=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=DatasetView(class-name=org.tribuo.dataset.DatasetView,datasource=Dataset(class-name=org.tribuo.MutableDataset,datasource=SplitDataSourceProvenance(className=org.tribuo.evaluation.TrainTestSplitter,innerSourceProvenance=CSV(class-name=org.tribuo.data.csv.CSVLoader,outputFactory=OutputFactory(class-name=org.tribuo.classification.LabelFactory),response-name=Species,separator=,,quote=",path=file:/C:/Users/Nikki%20singh/Downloads/Iris.csv,file-modified-time=2019-09-21T17:26:12+05:30,resource-hash=SHA-256[600AC44F23C2E6E0AE37DAAC8CEB2BABA4DF963EFA580EB31B3B576B28E34C55]),trainProportion=0.7,seed=1,size=150,isTrain=true),transformations=[],is-sequence=false,is-dense=false,num-examples=105,num-features=5,num-outputs=3,tribuo-version=4.0.1),transformations=[],is-sequence=false,is-dense=false,num-examples=95,num-features=5,num-outputs=3,tribuo-version=4.0.1,size=95,seed=-1,tag=TrainFold(seed=12345,10 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WHAT IS THIS NOW..?