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breast-cancer-dataset

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rehmanzafar / dlime_experiments

Star 26

In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).

machine-learning random-forest scikit-learn python3 neural-networks clusters knn lime classifiers explainable-ai explainable-ml xai heirarchical-clustering breast-cancer-dataset dlime
  • Updated Jul 6, 2023
  • Jupyter Notebook

abdul-rasool / Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis

Star 3

Breast cancer diagnoses with four different machine learning classifiers (SVM, LR, KNN, and EC) by utilizing data exploratory techniques (DET) at Wisconsin Diagnostic Breast Cancer (WDBC) and Breast Cancer Coimbra Dataset (BCCD).

machine-learning machine-learning-algorithms feature-selection feature-extraction breast-cancer-prediction breast-cancer-wisconsin breast-cancer breast-cancer-tumor breastcancer-classification breast-cancer-diagnosis machinelearning-python breast-cancer-detection breast-cancer-dataset
  • Updated Jul 9, 2022
  • Jupyter Notebook

bissessk / Decision-Tree-Classifier-on-Breast-Cancer-Data

Star 2

Decision Tree Classification was explored on Breast Cancer Data.

machine-learning scikit-learn classification decision-trees breast-cancer-prediction decision-tree decision-tree-classifier breast-cancer-wisconsin scikitlearn-machine-learning breast-cancer machine-learning-classification classification-model breastcancer-classification breast-cancer-classification breast-cancer-dataset
  • Updated Jun 5, 2020
  • Jupyter Notebook
Machine-Learning-Using-Python

madhurimarawat / Machine-Learning-Using-Python

Star 1

This repository contains machine learning programs in the Python programming language.

python deep-learning random-forest svm scikit-learn machine-learning-algorithms pandas supervised-learning pca matplotlib unsupervised-learning-algorithms knn data-cleaning decision-tree iris-dataset supervised-learning-algorithms breast-cancer-dataset kaggle-datasets wine-dataset single-neuron-neural-network
  • Updated Jan 30, 2024
  • Jupyter Notebook

FehintolaObafemi / breast-cancer-analysis

Star 0

[Big Data Analytics] This analysis aims to observe which features are most helpful in predicting malignant or benign cancer and to see general trends that may aid us in model selection and hyper parameter selection.

data-science machine-learning big-data data-visualization data-analysis outlier-detection breast-cancer-prediction svm-classifier big-data-analytics breast-cancer-classification breast-cancer-detection breast-cancer-dataset
  • Updated Nov 22, 2021
  • Jupyter Notebook

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