https://github.com/hollobit/ml_evaluation_metrics

Landscape of ML/DL performance evaluation metrics

accuracy-metrics auc-roc-curve classification computer-vision-metrics confusion-matrix deep-generative-model deep-learning deep-neural-networks detection evaluation evaluation-metrics metrics ml performance-analysis prediction regression-metrics segmentation statistical-metrics super-resolution

Last synced: 06 Mar 2025

https://github.com/moindalvs/neural_networks_forest_fire_classification

PREDICT THE BURNED AREA OF FOREST FIRES WITH NEURAL NETWORKS

auc-roc-curve binary-classification classification dropout-layers epochs hyperparameter-optimization hyperparameter-tuning keras-classification-models neural-networks tensorflow weight-initialization

Last synced: 23 Apr 2025

https://github.com/ksharma67/heart-failure-prediction

This problem is a typical Classification Machine Learning task. Building various classifiers by using the following Machine Learning models: Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Light GBM and Support Vector Machines with RBF kernel.

auc-roc-curve auc-roc-score decision-trees eda eli5 gridsearchcv lightgbm lime logistic-regression numpy pandas python random-forest seaborn shap skit-learn sklearn svm xgboost

Last synced: 16 Feb 2025

https://github.com/prneidhardt/supervised-learning-classification

INN Hotels Project

auc-roc-curve decision-trees logistic-regression multicollinearity pruning

Last synced: 25 Feb 2025

https://github.com/moindalvs/assignment_svm_forest_fire_prediction

adasyn-sampling auc-roc-curve data-science hyperparameter-tuning kernel-trick regularization smote-sampling smoteenn smotetomek svm-classifier svm-kernel

Last synced: 11 Mar 2025

https://github.com/coderjolly/fraud-detection-credit-card

Credit card fraud refers to any unauthorized or fraudulent use of someone else's credit card information to make purchases or obtain funds. It is a criminal activity and a form of identity theft. This repository contains an implementation of a credit card fraud detection system using machine learning techniques.

auc-roc-curve churn-prediction credit-card-fraud decision-tree-classifier logistic-regression naive-bayes-classifier

Last synced: 01 Apr 2025

https://github.com/coderjolly/credit-card-fraud-detection

Credit card fraud refers to any unauthorized or fraudulent use of someone else's credit card information to make purchases or obtain funds. It is a criminal activity and a form of identity theft. This repository contains an implementation of a credit card fraud detection system using machine learning techniques.

auc-roc-curve churn-prediction credit-card-fraud decision-tree-classifier logistic-regression naive-bayes-classifier

Last synced: 27 Mar 2025

https://github.com/akashash01/logistic-regresion

This is an contrast of linear regression model, used to examine the association between the independent variable(category or contineous) with dependent variable(binary), which is an discrete outcome.

auc-roc-curve classification confusion-matrix data-science kolmogorov-smirnov machine-learning nonlinear-regression numpy pandas python supervised-learning vif woe-and-iv

Last synced: 01 Apr 2025

https://github.com/charlenry/machine_learning

Mon Notebook sur les fondamentaux du Machine Learning

auc-roc-curve clustering cross-validation k-means knn linear-regression logistic-regression machine-learning normal-distribution polynomial-regression scatter-plot tree-decision-classifier

Last synced: 25 Mar 2025

https://github.com/aranzadata/betabankml

Modelo predictivo de aprendizaje supervisado para detectar clientes en riesgo de cancelar cuenta en Beta Bank.

auc-roc-curve auc-roc-score f1-score sklearn supervised-learning

Last synced: 07 Apr 2025

https://github.com/fitushar/mult-ilabel_classification_matrix_auc_roc

Multi-label AUC plot script

auc-plot auc-roc-curve multi-label-auc multi-label-classification performance-analysis

Last synced: 21 Feb 2025

https://github.com/mehrab-kalantari/credit-card-fraud-detection

Credit card transactions fraud detection using classic algorithms

association-analysis auc-roc-curve correlation-analysis credit-card-fraud-detection feature-engineering fraud-detection imbalanced-learning model-selection roc-curve smote-tomek

Last synced: 05 Mar 2025