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classifiers-comparison

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AvaAvarai / ML_Classifier_Comparison_Tool

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Machine Learning classifier comparison GUI application. Choose 21 classifiers, evaluation data (optional for evaluation of synthetic data), hyperparameters, cross-validation splits, and rng seed; tabulates, and visualizes in Parallel Coordinates: best, worst, average, and standard deviation of Accuracy/F1/Recall.

python machine-learning classification parallel-coordinates classifiers machine-learning-classification data-classification tkinter-gui python-gui machine-learning-classifiers python-app parallel-coordinates-plot classification-comparison classifiers-comparison tkinter-python-gui
  • Updated Jan 4, 2025
  • Python

MeoPBK / Fast_Inference_Classifiers

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Multilable fast inference classifiers (Ridge Regression and MLP) for NLPs with Sentence Embedder, K-Fold, Bootstrap and Boosting. NOTE: since the MLP (fully connected NN) Classifier was too heavy to be loaded, you can just compile it with the script.

python nlp bootstrap nn transformers python3 classification ridge-regression learning-curve boosting classifiers mlp-classifier mlp-networks fast-inference ridge-regression-model ridge-classifier embedders classifiers-comparison
  • Updated May 5, 2025
  • Python

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