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arasgungore / multiclass-classification-using-ensemble-learning

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Two ensemble models made from ensembles of LightGBM and CNN for a multiclass classification problem.

machine-learning deep-neural-networks deep-learning machine-learning-algorithms jupyter-notebook lightgbm ensemble-learning convolutional-neural-networks decision-trees convolutional-neural-network manifold-learning ensemble-model multiclass-classification ensemble-classifier categorical-cross-entropy kfold-cross-validation ensemble-machine-learning financial-machine-learning bayessearchcv ensemble-deep-learning
  • Updated Nov 28, 2023
  • Jupyter Notebook

Rnamrata / online-payment-fraud-analysis

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The online payment fraud analysis project follows several step approach from data preprocessing through model evaluation, result comparison and final model selection, using transaction patterns to identify fraud indicators including account draining, suspicious transfers, and balance inconsistencies.

svc logisticregression gridsearchcv simpleimputer xgbclassifier randomforestclassifier lgbmclassifier bayessearchcv sgdclassifier gradientboostingclassifier robustscaler randomundersampler histgradientboostingclassifier
  • Updated May 19, 2025
  • Jupyter Notebook

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