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GitHub topics: receiver-operating-characteristic

lmickes/pyWitness

pyWitness performs data analyses and model fitting of recognition memory data, specifically eyewitness identification data.

Language: Jupyter Notebook - Size: 30.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 3

erdogant/classeval

Evaluation of supervised predictions for two-class and multi-class classifiers

Language: Python - Size: 7.48 MB - Last synced at: 25 days ago - Pushed at: 4 months ago - Stars: 7 - Forks: 2

kmock930/Drug-Consumption-Machine-Learning-analysis

This project contains codes and paperwork based on the course CSI5155 at University of Ottawa (delivered by Professor Dr. Herna Viktor).

Language: Jupyter Notebook - Size: 105 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

PiotrTymoszuk/microViz

Visualization of whole genome differential gene expression analyses

Language: R - Size: 11.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Shlok-Nahar/mnist-cnn-classifier

This repository trains and evaluates three CNN models on MNIST, providing performance comparisons and 5 unique visualizations.

Language: Python - Size: 36.6 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Zen204/-my-ecornell-portfolio

Includes all of my Jupyter Notebook assignments from my time at MIT's Break Through AI/ML Program.

Language: Jupyter Notebook - Size: 9.24 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

FabricioArendTorres/streamAUC

Light-weight package for classification metrics computed on streams or minibatches of data. Mainly for area under the curve (AUC) of precision-recall (PR) or receiver operating characteristic (ROC) curves. Supports multi-class setting with either macro- or micro aggregation..

Language: Python - Size: 152 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

LaurentVeyssier/Skin-Cancer-Classifier-Dermatologist-AI

Deep Neural network using CNN pre-trained model to visually diagnose between 3 types of skin lesions

Language: Jupyter Notebook - Size: 5.74 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 5

LaurentVeyssier/Chest-X-Ray-Medical-Diagnosis-with-Deep-Learning

Use Deep Learning model to diagnose 14 pathologies on Chest X-Ray and use GradCAM Model Interpretation Method

Language: Jupyter Notebook - Size: 30.8 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 11

Hands-On-Fraud-Analytics/Chapter-18-Classification-Techniques-For-Fraud-Detection

Classification-Techniques-For-Fraud-Detection

Language: Jupyter Notebook - Size: 7.47 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

RRafiee/SurvivalAnalysis

Survival modelling using Cox proportional hazard regression model

Language: R - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 2

andremadsen/Random-Forest-ML

Machine learning tutorial 'iris'

Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

martin-buck/logistic-regression-for-digit-and-fashion-classification

Explore how certain hyperparameters and features in a logistic regression model affect image classification

Language: Jupyter Notebook - Size: 17.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

MathCortes/Projeto10-Diabetes-ML_Classification

- Nesse trabalho vou explorar uma base vista em projetos passados, diabetes dataset. - Nela encontramos informações sobre algumas características de pacientes. Queremos estudar as características das pacientes e encontrar possíveis relações

Language: Jupyter Notebook - Size: 673 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Ola76/Titanic_Dataset

In the project, Titanic data was obtained from Kaggle.com. The aim is to understand the survival rate and classes on the passengers.

Language: Jupyter Notebook - Size: 996 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Ola76/HR_analytics

Human Resources Analytics

Language: Jupyter Notebook - Size: 1.89 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Ola76/SUV_data

In the project, SUV data was obtained from Kaggle.com. The aim is to understand which customers can purchase a new car.

Language: Jupyter Notebook - Size: 789 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

niteshjindal-7/jigsaw-academy-assignment-logistic-regression

Language: R - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

antononcube/WL-ROCFunctions-paclet

Wolfram Language (aka Mathematica) paclet for Receiver Operation Characteristic (ROC) functions.

Language: Mathematica - Size: 443 KB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Vishal1999-33/Logistic-Regression

The classification goal is to predict whether the client will subscribe (1/0) to a term deposit (variable y).

Language: Jupyter Notebook - Size: 847 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

Akash1070/Machine-Learning-

Learning Machine Learning Through Data

Language: Jupyter Notebook - Size: 4.65 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

thanhtbt/ROC

[IEEE ATC 2017] "On the overall ROC of multistage systems". In IEEE International Conference on Advanced Technologies for Communications, 2017.

Language: MATLAB - Size: 179 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

bstevens00/Data-Science-Portfolio

A Data Science Portfolio for potentially interested employers and recruiters.

Language: R - Size: 4.79 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

apetsiuk/Multivariate-Gaussian-Hypothesis-Testing

Two-Dimensional Data Whitening and Receiver Operational Characteristic Determination

Language: MATLAB - Size: 158 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

petermchale/predict_customer_response

Machine-learning models to predict whether customers respond to a marketing campaign

Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 3

OMahmoodi/evaluation_metrics

This notebook describes how to compute and derive insights from various classification evaluation metrics.

Language: Jupyter Notebook - Size: 330 KB - Last synced at: about 7 hours ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

seejansunar/ML-DataCamp

This repository basically contains all the projects that I have carried out while learning Machine Learning on DataCamp.

Language: Jupyter Notebook - Size: 307 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

srilakshmi-thota/METRICS-ROC-AND-AUC

Python code to obtain metrics like receiver operating characteristics (ROC) curve and area under the curve (AUC) from scratch without using in-built functions.

Language: Python - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

ameya98/pr2roc

Resample precision-recall curves correctly!

Language: Jupyter Notebook - Size: 179 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

saratbhargava/ECE219-Large-Scale-Data-Mining-UCLA

These codes are written as a part of ECE219 Large Scale Data Mining course at UCLA.

Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

arudzinska/awROC_calculation

[Master Thesis 2017] Scripts for calculating metrics to assess performance of a drug design software.

Language: Python - Size: 91.8 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 3

Jstacs/PRROC

Language: R - Size: 31.3 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Akhilesh97/Predictive-Analysis

The repository contains the code for the various machine learning algorithms used to make a predictive analysis of tweets on GST in India

Language: Python - Size: 25.4 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

Related Keywords
receiver-operating-characteristic 33 logistic-regression 11 machine-learning 11 confusion-matrix 7 classification 7 area-under-curve 6 python 6 precision-recall 5 precision-recall-curve 4 data-science 3 roc-curve 3 support-vector-machine 3 auc 3 predictive-modeling 3 evaluation-metrics 3 classification-algorithm 2 feature-selection 2 hypothesis-testing 2 model 2 svm-kernel 2 shap 2 naive-bayes 2 rprogramming 2 tensorflow 2 random-forest 2 probability 2 hyperparameter-tuning 2 regression 2 numpy 2 classification-model 2 decision-tree 2 metrics 2 predictive-analytics 2 medical-image-analysis 2 bootstrap-sampling 1 ensemble-techniques 1 grid-search-cv 1 hierarchical-clustering 1 k-fold-cross-validation 1 k-means-clustering 1 k-nearest-neighbours 1 leave-one-out-cross-validation 1 linear-regression 1 random-search 1 survival 1 survival-analysis 1 cross-validation 1 feature-engineering 1 hyperparameter-optimization 1 image-classification 1 regularization 1 decision-tree-classifier 1 kneighborsclassifier 1 recall-precision 1 correlation-matrix 1 knn-regression 1 eda 1 stacking 1 regression-models 1 paclet 1 roc-curves 1 wolfram 1 recursive-feature-elimination 1 smote 1 multicollinearity 1 neural-network 1 one-hot-encode 1 pandas 1 precision 1 recall 1 python3 1 roc 1 gaussian-naive-bayes-implementation 1 jupyter-notebook 1 kmeans-clustering 1 latex 1 natural-language-processing 1 nltk-library 1 nonnegative-matrix-factorization 1 sklearn-library 1 support-vector-machines 1 drug-discovery 1 virtual-screening 1 weighted-dataset 1 machine-learning-algorithms 1 underfitting-overfitting 1 multistage-systems 1 analysis-of-variance 1 box-plot 1 contrasts 1 data-visualization 1 exploratory-data-analysis 1 k-nearest-neighbors 1 linear-discriminant-analysis 1 neural-net 1 principal-component-analysis 1 statistics 1 gaussian 1 hypothesis-test 1 multivariate 1