model-evaluation-metrics

There are 1 repository under model-evaluation-metrics topic.

text-to-image-eval
encord-team / text-to-image-eval
Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN accuracy.
evaluation-framework evaluation-metrics model-evaluation-metrics text-to-image-evaluation embedding-evaluation embeddings-extraction knn-search linear-probing zero-shot-classification zero-shot-retrieval zero-shot-image-classification
Language:Jupyter Notebook 23
SayamAlt / Language-Detection-using-fine-tuned-XLM-Roberta-Base-Transformer-Model
Successfully developed a language detection transformer model that can accurately recognize the language in which any given text is written.
bert-fine-tuning feature-engineering fine-tuning model-evaluation model-evaluation-metrics nlp text-classification text-preprocessing xlm-roberta
Language:Jupyter Notebook 5
Aayush711 / Federated-Learning-Project
This repository contains a project showcasing Federated Learning using the EMNIST dataset. Federated Learning is a privacy-preserving machine learning approach that allows a model to be trained across multiple decentralized devices or servers holding local data samples, without exchanging them.
federated-learning google-colab jupyter-notebook python python3 dataprivacy machine-learning machine-learning-algorithms model-evaluation-metrics model-training model-training-and-evaluation privacy-protection
Language:Jupyter Notebook 4
yash-dahima / CSE523-Machine-Learning-2023-Air-Quality-Prediction
This repository contains codes, datasets, results, and reports of a machine learning project on air quality prediction.
air-quality classical-machine-learning correlation-matrix gradient-boosting-regressor kernel-based-methods machine-learning machine-learning-algorithms model-evaluation-metrics principal-component-analysis air-quality-prediction
Language:Python 2
dell-datascience / Applied-Machine-Learning-in-Python
Coursera Applied Machine Learning in Python
confusion-matrix cross-validation-grid-search decision-trees k-nearest-neighbors lasso-regression linear-regression logistic-regression matplotlib model-evaluation-metrics naive-bayes-classifier ridge-regression scikit-learn scipy support-vector-machines basic-evaluation-metrics classifier-decision-functions clustering diamensionality-reduction manifold-learning data-leakages
Language:Jupyter Notebook 1
ehtisham-sadiq / Linear-Regression-Step-by-Step
"Linear Regression Step by Step" is a repository that provides a comprehensive notebook with step-by-step examples, exercises and libraries to understand and implement Linear Regression easily.
gradient-descent interview-questions linear-regression machine-learning model-evaluation-metrics multi-linear-regression project python3
Language:Jupyter Notebook 1
pjbk / Wine-Quality-Prediction
Quality Prediction of red and white wine
data-preprocessing eda hyperparameter-tuning logistic-regression model-evaluation-metrics pca xgboost
Language:Jupyter Notebook 1
SayamAlt / Liver-Cirrhosis-Stage-Prediction
Successfully established a machine learning model which can determine whether an individual is vulnerable to the Cirrhosis disease or not by predicting its corresponding stage based on a unique set of medical features such as Cholesterol, Prothrombin, etc. pertaining to that person.
multiclass-classification exploratory-data-analysis feature-engineering hyperparameter-tuning model-deployment model-evaluation-metrics model-training supervised-machine-learning
Language:Jupyter Notebook 1
mewto
alexandrumonahov / mewto
mewto is an R package that allows you to experiment with different thresholds for classification of prediction results in the case of binary classification problems and visualize various model evaluation metrics, confusion matrices and the ROC curve. It also allows you to calculate the optimal threshold based on a weighted evaluation criterion.
r threshold machine-learning roc visualization classification regression youden-jstatistic weighting model-evaluation-metrics roc-curve pr-curve confusion-matrix
Language:R 0
Anas436 / E-Commerce-Customer-Churn-Prediction
E-Commerce Customer Churn Prediction using Machine Learning
artificial-intelligence data-analysis data-preprocessing data-science data-visualization deeplearning jupyterlab machine-learning model-deployment model-evaluation-metrics python-3
Language:Jupyter Notebook 0
arqchicago / rfc-heart
random forest classification (with hyperparameter tuning) on heart disease dataset.
random-forest-classification hyperparameter-tuning model-evaluation-metrics
Language:Python 0
bushra-ansari / Predicting-Term-Deposit-Subscription-by-a-Client-by-SVM-Classifier
Support Vector Machine Classification model is applied on bank dataset containing 41188 rows and 21 columns. The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to assess if the product (bank term deposit) would be ('yes') or not ('no') subscribed.
bivariate-analysis boxplot categorical-predictors correlation dummies exploratory-data-analysis feature-scaling hyperparameter-tuning imbalanced-data model-evaluation-metrics random-under-sampling support-vector-machine svm-classifier univariate-analysis
Language:Jupyter Notebook 0
joanitolopo / eval-sampling-methods
🔍 Evaluating Sampling Techniques for Healthcare Insurance Fraud Detection in Imbalanced Dataset.
imbalanced-data machine-learning model-evaluation-metrics optuna oversampling sampling-methods smote-sampling undersampling-technique
Language:Python 0
MaoucheMounir / Projet-RITAL-BagOfWords
Expérimentations sur divers modèles et méthodes de Machine Learning pour la classification de textes, et étude des mesures d'évaluation des modèles après normalisation des données
machine-learning model-evaluation-metrics nlp python unbalanced-datasets
Language:Jupyter Notebook 0
Pratham-mehta / Real-time-Driver-Drowsiness-Detection-System-Using-Deep-Learning
CS-GY 6953 Deep Learning Major Project
computer-vision data-preprocessing deep-learning deep-neural-networks google-colab javascript-google-colab jupyter-notebook keras model-deployment model-evaluation-metrics opencv-python python3 real-time scikit-learn tensorflow2 visualization
Language:Jupyter Notebook 0
Amario1306619051 / Fraud-Detection
"Retail transaction fraud detection project with machine learning models on the Data Mining Cup 2019 dataset."
bussiness-intelligence classif data-analysis machine-learning model-evaluation-metrics python
Language:Jupyter Notebook
pjbk / Iris-Species-Prediction
Predict the Class of Iris Species
machine-learning data-science eda k-nearest-neighbors polynomial-regression validation-curve model-evaluation-metrics
Language:Jupyter Notebook
rrambhia22 / Regression-Predictive-Modeling-and-Analysis-of-Bitcoin-Hashrate
The primary objective of this study is to develop a dependable and precise prediction model to forecast alterations in Bitcoin's hash rate.
arima-model correlation-analysis datapreprocessing datavisualization decision-tree-regression featureimportances forecasting-models linear-regression machine-learning-algorithms model-evaluation-metrics model-interpretation pca-analysis python random-forest-regression recommendations statistical-analysis tableau-desktop timeseries-analysis data-driven-reports

model-evaluation-metrics

encord-team / text-to-image-eval

SayamAlt / Language-Detection-using-fine-tuned-XLM-Roberta-Base-Transformer-Model

Aayush711 / Federated-Learning-Project

yash-dahima / CSE523-Machine-Learning-2023-Air-Quality-Prediction

dell-datascience / Applied-Machine-Learning-in-Python

ehtisham-sadiq / Linear-Regression-Step-by-Step

pjbk / Wine-Quality-Prediction

SayamAlt / Liver-Cirrhosis-Stage-Prediction

alexandrumonahov / mewto

Anas436 / E-Commerce-Customer-Churn-Prediction

arqchicago / rfc-heart

bushra-ansari / Predicting-Term-Deposit-Subscription-by-a-Client-by-SVM-Classifier

joanitolopo / eval-sampling-methods

MaoucheMounir / Projet-RITAL-BagOfWords

Pratham-mehta / Real-time-Driver-Drowsiness-Detection-System-Using-Deep-Learning

Amario1306619051 / Fraud-Detection

pjbk / Iris-Species-Prediction

rrambhia22 / Regression-Predictive-Modeling-and-Analysis-of-Bitcoin-Hashrate