classifiers-comparison

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MachineNeyarning / ClassifiersCommittee

Comitê de Classificadores | Projeto N1

xgboost perceptron committee multi-layer-perceptron decision-tree-classifier k-nearest-neighbours quadratic-discriminant-analysis classifiers random-forest-classifier xgboost-classifier support-vector-classification lightgbm-classifier adaboost-classifier catboost-classifier classifiers-comparison gaussian-naive-bayes-classifier

Updated Sep 25, 2025
Jupyter Notebook

AvaAvarai / ML_Classifier_Comparison_Tool

Star

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 Aug 12, 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.