class_docstr: Strategy for applying custom algorithms from FEDOT to preprocess data
  for classification task
class_docstr_tok: ["Strategy","for","applying","custom","algorithms","from","FEDOT","to","preprocess","data","for","classification","task"]
code: def __init__(
      self,
      operation_type: str,
      params: Optional[OperationParameters] = None,
  ):
      super().__init__(operation_type, params)
      self.operation_impl = self._convert_to_operation(operation_type)
  
imports: import warnings
  from typing import Optional
  from fedot.core.data.data import InputData, OutputData
  from fedot.core.operations.evaluation.evaluation_interfaces import EvaluationStrategy, SkLearnEvaluationStrategy
  from fedot.core.operations.evaluation.operation_implementations.data_operations.decompose import DecomposerClassImplementation
  from fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_filters import IsolationForestClassImplementation
  from fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_imbalanced_class import ResampleImplementation
  from fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_selectors import LinearClassFSImplementation, NonLinearClassFSImplementation
  from fedot.core.operations.evaluation.operation_implementations.models.discriminant_analysis import LDAImplementation, QDAImplementation
  from fedot.core.operations.evaluation.operation_implementations.models.keras import FedotCNNImplementation
  from fedot.core.operations.evaluation.operation_implementations.models.knn import FedotKnnClassImplementation
  from fedot.core.operations.evaluation.operation_implementations.models.svc import FedotSVCImplementation
  from fedot.core.operations.operation_parameters import OperationParameters
  from fedot.utilities.random import ImplementationRandomStateHandler
label_desc: Use image node_id 1 to create a new FedotClassificationPreprocessingStrategy object from inherited base classes: EvaluationStrategy with example: obj = FedotClassificationPreprocessingStrategy(operation_type, params)