stratified-cross-validation | Topic

Topic: "stratified-cross-validation"

MasashiSode/mcs_kfold

mcs_kfold stands for "monte carlo stratified k fold". This library attempts to achieve equal distribution of discrete/categorical variables in all folds. The greatest advantage of this method is that it can be applied to multi-dimensional targets.

Language: Python - Size: 130 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 57 - Forks: 1

SadmanSakib93/Stratified-k-fold-cross-validation-Image-classification-keras

This python program demonstrates image classification with stratified k-fold cross validation technique.

Language: Jupyter Notebook - Size: 315 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 37 - Forks: 15

SadmanSakib93/ANN-Stratified-K-Fold-Cross-Validation-Keras-Tensorflow

This repo contains examples of binary classification with ANN and hyper-parameter tuning with grid search.

Language: Jupyter Notebook - Size: 998 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 2

GigasTaufan/Indonesian-Hate-Speech-Classification

Program akan melakukan klasifikasi terhadap tweet berbahasa Indonesia yang dianggap ujaran kebencian (Hate Speech) atau tidak (Non Hate Speech).

Language: Jupyter Notebook - Size: 1.26 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

MsTao-68/Debt-Churn-Data-Analysis

使用比赛方提供的脱敏数据，进行客户信贷流失预测。

Language: Jupyter Notebook - Size: 15 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

SK7here/Loan-Approval-Prediction

Performed univariate and bivariate analysis to understand the features and their relationships for loan approval prediction. Achieved highest accuracy of 98% for Extreme Gradient Boosting among all tested machine learning classification models.

Language: Python - Size: 27.3 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

juliorodrigues07/url_detection

Malicious URL detector built with deep exploration on feature engineering.

Language: Python - Size: 144 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

VinayBhupalam/melanoma-detection

Melanoma is a deadly disease. Image analysis tools that automate the diagnosis of melanoma will improve dermatologists' diagnostic accuracy.

Language: JavaScript - Size: 395 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Pradnya1208/Cross-Validation-techniques

This project aims to understand and implement all the cross validation techniques used in Machine Learning.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

AvinandanBose/Credit-Card-Fraud-Detection-Machine-Learning-

Credit Card Fraud Detection using Python and Machine Learning.

Language: Jupyter Notebook - Size: 77.5 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

GuyKabiri/Face-Mask-Detection

Object detection exercise for the Neural Networks for Computer Vision course. Using stratified KFold for data with multiple labels and instances, and self-implementation of mAP with multiple configurations.

Language: Jupyter Notebook - Size: 141 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ada-k/ChurnPrediction

Zindi hackathon

Language: Jupyter Notebook - Size: 406 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Agisthemantobeat/Linear-regression-Decision-Tree-Random-Forest-Regression-on-Housing-Data.

This is a machine learning project which implements three different types of regression techniques and formulates differences amongst them by predicting the price of a house based on Boston housing Data.

Language: Python - Size: 675 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

FilippoMB/cross-validation-tutorial

Introduction to cross-valdation in Machine Learning, with coding examples for supervised classification.

Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

StarlangSoftware/Sampling-C

Data sampling library

Language: C - Size: 30.3 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mondalsudipta/unreliable-news-detection-ML-LIME

This research processed a fake news dataset, using TF-IDF and Count Vectorizer for feature extraction and evaluating multiple ML models through stratified cross-validation. Logistic Regression with TF-IDF was selected as one of the best models and further explained using LIME for interpretability.

Language: Jupyter Notebook - Size: 55.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0