stratified-cross-validation

There are 0 repository under stratified-cross-validation topic.

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.
stratified-cross-validation stratified-sampling
Language:Python 56
SadmanSakib93 / Stratified-k-fold-cross-validation-Image-classification-keras
This python program demonstrates image classification with stratified k-fold cross validation technique.
convolutional-neural-networks cnn-keras image-classification stratified-cross-validation cross-validation deep-learning machine-learning keras-neural-networks medical-image-processing medical-image-analysis
Language:Jupyter Notebook 33
GigasTaufan / Indonesian-Hate-Speech-Classification
Program akan melakukan klasifikasi terhadap tweet berbahasa Indonesia yang dianggap ujaran kebencian (Hate Speech) atau tidak (Non Hate Speech).
python natural-language-processing bahasa-indonesia data-science classification svm-classifier stratified-cross-validation xgboost
Language:Jupyter Notebook 8
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.
keras-neural-networks artificial-neural-networks deep-learning stratified-cross-validation cross-validation grid-search-hyperparameters machine-learning keras-tensorflow ann ipynb grid-search
Language:Jupyter Notebook 7
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。
machine-learning xgboost-model ann autogluon eda tabnet lightgbm smote-oversampler smote-sampling stacking-classifier stacking-ensemble stratified-cross-validation stratified-sampling
Language:Jupyter Notebook 6
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.
data-analysis comparative-analysis machine-learning-algorithms preprocessing stratified-cross-validation
Language:Python 2
ada-k / ChurnPrediction
Zindi hackathon
zindi classification stratified-cross-validation
Language:Jupyter Notebook 1
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.
sklearn joblib pandas numpy simpleimputer stratified-cross-validation random-forest linear-regression decision-trees
Language:Python 1
AvinandanBose / Credit-Card-Fraud-Detection-Machine-Learning-
Credit Card Fraud Detection using Python and Machine Learning.
machine-learning machine-learning-algorithms credit-card creditcard artificial-intelligence logistic-regression oversampling smote-sampling pca tomek-link-elimination support-vector-machines decision-trees random-over-sampling random-under-sampling stratified-cross-validation quantile-transformer python seaborn matplotlib matplotlib-pyplot
Language:Jupyter Notebook 1
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.
object-detection cnn faster-rcnn computer-vision kaggle face-mask-detection stratified-cross-validation
Language:Jupyter Notebook 1
novynngsh / PDF-Malware-Anomaly-Detection-with-Decision-Tree-Algorithm
anomaly-detection decision-tree-classifier machine-learning pdf-malware smote stratified-cross-validation
Language:Jupyter Notebook 1
Pradnya1208 / Cross-Validation-techniques
This project aims to understand and implement all the cross validation techniques used in Machine Learning.
cross-validation k-fold-cross-validation stratified-cross-validation hold-out-cross-validation leave-one-out-cross-validation loocv monte-carlo
Language:Jupyter Notebook 1
VinayBhupalam / melanoma-detection
Melanoma is a deadly disease. Image analysis tools that automate the diagnosis of melanoma will improve dermatologists' diagnostic accuracy.
efficientnet stratified-cross-validation heroku-deployment flask
Language:JavaScript 1
Aishwarya1111 / Human-Activity-Recognition-Using-Accelerometer-Data
Human Activity Recognition (HAR) has a wide range of applications due to the widespread usage of acquisition devices such as smartphones and its ability to capture human activity data.
convolutional-neural-networks feature-extraction stratified-cross-validation
Language:Jupyter Notebook 0
BJones47 / ML_NeuralNetwork
Read in a mnist file and using a neural network, predict the classifcation of 0-9 throughout the mninst dataset.
machine-learning mninst neural-network numpy pandas school-project stratified-cross-validation tensorflow
Language:Python 0
carrytheeast / Project_Important_Factors_in_Heart_Disease
[Modeling] Project in 2022 - Simple Model of important factors in the incidence of heart disease and prediction model
lightgbm optuna ordinal-encoding robust-scaling smote stratified-cross-validation
Language:Jupyter Notebook 0
DariusBotusanu / MRI-Blur-Classification
convolutional-neural-networks mri-images neural-networks stratified-cross-validation
Language:Jupyter Notebook 0
juliorodrigues07 / manuscript-digit-recognition
Applying Convolutional Neural Networks (CNN) for recognizing manuscript digits.
classification-model cnn-keras convolutional-neural-networks digit-recognition machine-learning student-project data-augmentation fine-tuning stratified-cross-validation
Language:Jupyter Notebook 0
juliorodrigues07 / url_detection
Malicious URL detector built with deep exploration on feature engineering.
data-mining data-science data-visualization feature-engineering feature-importance machine-learning preprocessing student-project supervised-learning lexical-features xgboost-classifier z-score stratified-cross-validation url-detection oversampling smote undersampling feature-construction feature-selection fine-tuning
Language:Python 0
RajarshiBhadra / pyspark-model-plus
Enhancements to commonly used pyspark functions for modelling
pyspark machine-learning modeling multiclass-log-loss stratified-cross-validation
Language:Python 0
rohit-keswani / Human-Activity-Recognition-Using-Accelerometer-Data
cnn-classification data-analysis data-visualization dataset kfold-cross-validation python3 tensorflow2 stratified-cross-validation human-activity-recognition wisdmlabs confusion-matrix feature-extraction
Language:Jupyter Notebook 0
yeeeseul / Burnt-Area-Prediction
Machine learning prediction project, 2019.
prediction pre-processing logarithm decision-tree random-forest stratified-cross-validation lasso-regression regression modeling evaluation
Language:Jupyter Notebook 0
Anca-Mt / Testing-Wine-Quality
This project consists in using machine learning to analyze the factors that affect wine quality and in building a model for predicting it. The model was tested on unseen wines to evaluate its accuracy.
machine-learning-algorithms model-selection outlier-detection stratified-cross-validation
Language:Python
EmamulHossen / CoustomerChunPrediction
Churn prediction means detecting which customers are likely to leave a service or to cancel a subscription to a service.
adaboost decision-tree-classifier imbalanced-data label-encoder xgboost-classifier cross-validation k-fold-cross-validation leave-one-out-cross-validation stratified-cross-validation oversampling smotetomek preprocessing-data visualization
Language:Jupyter Notebook
StarlangSoftware / Sampling-C
Data sampling library
bootstrap cross-validation stratified-cross-validation
Language:C
UDOM-AI-COMMUNITY / Data-Sprint-61---Meteorite-Threat-Identification-challenge
Data-Sprint-61---Meteorite-Threat-Identification-challenge using StratifiedKFolds and Manual Hyperparameter tuning of the algorithm
machine-learning-algorithms data-science stratified-cross-validation classification
Language:Jupyter Notebook
VinylBr / DeepLearningvsML_TBResistancePrediction
Deep Learning vs Tranditional ML methods for TB Drug Resistance prediction from Genomic data
adaboostclassifier convolutional-neural-networks pytorch-implementation randomforestclassifier sklearn stratified-cross-validation t-sne truncated-svd xgboost-classifier
Language:Jupyter Notebook

stratified-cross-validation

MasashiSode / mcs_kfold

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

GigasTaufan / Indonesian-Hate-Speech-Classification

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

MsTao-68 / Debt-Churn-Data-Analysis

SK7here / Loan-Approval-Prediction

ada-k / ChurnPrediction

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

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

GuyKabiri / Face-Mask-Detection

novynngsh / PDF-Malware-Anomaly-Detection-with-Decision-Tree-Algorithm

Pradnya1208 / Cross-Validation-techniques

VinayBhupalam / melanoma-detection

Aishwarya1111 / Human-Activity-Recognition-Using-Accelerometer-Data

BJones47 / ML_NeuralNetwork

carrytheeast / Project_Important_Factors_in_Heart_Disease

DariusBotusanu / MRI-Blur-Classification

juliorodrigues07 / manuscript-digit-recognition

juliorodrigues07 / url_detection

RajarshiBhadra / pyspark-model-plus

rohit-keswani / Human-Activity-Recognition-Using-Accelerometer-Data

yeeeseul / Burnt-Area-Prediction

Anca-Mt / Testing-Wine-Quality

EmamulHossen / CoustomerChunPrediction

StarlangSoftware / Sampling-C

UDOM-AI-COMMUNITY / Data-Sprint-61---Meteorite-Threat-Identification-challenge

VinylBr / DeepLearningvsML_TBResistancePrediction