roc-auc

There are 0 repository under roc-auc topic.

Pradnya1208 / Telecom-Customer-Churn-prediction
Customers in the telecom industry can choose from a variety of service providers and actively switch from one to the next. With the help of ML classification algorithms, we are going to predict the Churn.
customer-churn-prediction customer-churn-analysis classification classification-algorithm feature-engineering cross-validation model-evaluation roc-auc gridsearchcv sklearn python numpy pandas plotly machine-learning
Language:Jupyter Notebook 50
easytorch
sraashis / easytorch
EasyTorch is a research-oriented pytorch prototyping framework with a straightforward learning curve. It is highly robust and contains almost everything needed to perform any state-of-the-art experiments.
pytorch-for-medical-images convolutional-neural-networks deep-learning-for-computer-vision getting-started-with-pytorch deep-learning-example pytorch-google-colab k-fold-cross-validation pytorch deep-learning roc-auc transfer-learning fundus-image-analysis fast-pytorch-training
Language:Python 27
mcabinaya / Bank-Marketing-Data-Analysis
Machine Learning/Pattern Recognition Models to analyze and predict if a client will subscribe for a term deposit given his/her marketing campaign related data
bank-marketing-analysis python knn-classifier logistic-regression multilayer-perceptron naive-bayes-classifier random-forest svm-classifier data-preprocessing dimensionality-reduction class-imbalance missing-data roc-auc cross-validation categorical-data data-visualization histogram sklearn-library pandas-dataframe matplotlib
Language:Python 14
sharmaroshan / Online-Shoppers-Purchasing-Intention
In this data set we have perform classification or clustering and predict the intention of the Online Customers Purchasing Intention. The data set was formed so that each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, special day, user profile, or period.
machine-learning data-visualization data-analysis hyper-parameter-tuning support-vector-machines random-forest-classifier cross-validation roc-auc violinplot box-plot bar-plot eda tutorial pca distribution-plot cluster
Language:Jupyter Notebook 14
stefmolin / ml-utils
Machine learning utility functions and classes.
roc-curve roc-auc pr-curve precision-recall precision-recall-curve pca scree-plot elbow-method elbow-plot adjusted-r-squared pipeline machine-learning confusion-matrix residuals
Language:Python 12
RistovaIvona / Bank-Marketing
A Data-Driven Approach to Predict the Success of Bank Telemarketing
data-science features-analysis correlation bank visualization python scikit-learn xgboost random-forest roc-auc
Language:Jupyter Notebook 9
Pegah-Ardehkhani / Customer-Churn-Prediction-and-Analysis
Analysis and Prediction of the Customer Churn Using Machine Learning Models (Highest Accuracy) and Plotly Library
accuracy churn-prediction classification classification-algorithm cross-validation customer-churn customer-churn-analysis customer-churn-prediction data-science feature-engineering feature-importance gridsearchcv imbalanced-data machine-learning machine-learning-algorithms plotly python roc-auc sklearn telco
Language:Jupyter Notebook 7
imrahulr / Recurrent-Capsule-Net
Recurrent Capsule Network for Text Classification
recurrent-neural-network capsule-network convolutional-neural-network deep-learning text-classification toxic-comment-classification yelp-reviews imdb-sentiment-analysis yelp-dataset kaggle keras gru roc-auc agnews
Language:Jupyter Notebook 5
Lilykos / classy
A visual analytics environment for supervised text classification and model evaluation.
text-mining visualization text-classification preprocessing visual-analytics decomposition confusion-matrix roc-auc precision-recall-chart
Language:Python 5
pajaskowiak / clusterConfusion
Clustering validation with ROC Curves
clustering clustering-algorithm clustering-analysis clustering-evaluation roc-analysis roc-auc roc-auc-curve roc-plot auc-score clustering-validation hierarchical-clustering k-means k-means-clustering roc-auc-score roc-curve roc-curves
Language:R 5
ilyajob05 / ROC_calculation
calculate ROC curve and find threshold for given accuracy
python roc-curve classification-algorithm roc-auc roc-evaluation roc-plot classifier classification auc auc-roc-curve
Language:Python 4
Lednik7 / Final-of-NTI-2021
Репозиторий хранит лучшее решение команды-победителя Best Character для олимпиады НТИ
python catboost nti 2021 roc-auc
Language:Jupyter Notebook 4
liurui39660 / AUROC
Header-only AUROC/ROC-AUC in C++11
auroc header-only roc-auc
Language:C++ 4
nilsdenter / text_based_link_prediction
This project contains the data and code used in the paper: Denter, Nils M.; Aaldering, Lukas Jan; Caferoglu, Huseyin (2022): Forecasting future bigrams and promising patents: Introducing text-based link prediction. In Foresight ahead-of-print (ahead-of-print). DOI: doi.org/10.1108/fs-03-2021-0078.
link-prediction machine-learning patents uspto text scikit-learn networkx linkprediction stochastic-gradient-descent decision-tree random-forest logistic-regression naive-bayes-classifier k-nearest-neighbors ensemble-learning roc-auc economics poisson-regression
Language:Python 4
script-0 / Zindi_Fraud_Detection_in_Electricity_and_Gas_Consumption-Cameroon_Challenge
2nd ranked at Cameroon - Fraud Detection in Electricity and Gas Consumption Challenge
zindi gas-consumption-challenge fraud-detection gas-consumption-challenge-cameroon zindi-hackathon roc-auc
Language:Jupyter Notebook 4
gagejane / Suicide-bombings
Used the Global Terrorism Database to Explore Features of Suicide Bombings
decision-trees feature-importance gensim geospatial-data global-terrorism-database gradient-boosting lda machine-learning random-forest-classification roc-auc roc-curve suicide-bombings terrorism
Language:Jupyter Notebook 3
doguma / IronDiamondtoChallenger
League of Legends Game Data Analysis (Random Forest, KNN, SVM, XGB / Kaggle game data 2017)
randomforest knn svm gaussian-naive-bayes xgboost roc-auc
Language:Jupyter Notebook 2
Niranjankumar-c / TelecomChurn
Analysing the telecom customer churn data
telecom churn-analytics machine-learning adaboost-learning roc-auc
Language:Jupyter Notebook 2
Shuyib / pimaMLsklearn
Using various supervised learning estimators in Sci-Kit Learn to get the best prediction accuracy if possible for the pima indians dataset.
machine-learning machine-learning-algorithms scikit-learn predictive-modeling diabetes test-split-accuracy pima-indians-dataset supervised-learning-estimators python-3-5 numpy matplotlib-figures seaborn cross-validation-score roc-auc datascienceresearch
Language:Jupyter Notebook 2
alesouzaeu / DS_portifolio
Ciência de Dados
jupyter-notebook python matplotlib seaborn random-forest numpy pandas classification-model visualization data-science csv roc-curve roc-auc confusion-matrix metrics machine-learning correlation heatmap boxplot
Language:Jupyter Notebook 1
aman5319 / Bank-Marketing-Analysis
The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. The classification goal is to predict if the client will subscribe a term deposit (variable y).
bank-marketing-analysis logistic-regression desiciontree smote sklearn roc-auc imbalanced-data
Language:Jupyter Notebook 1
Ansu-John / Credit-Card-Fraud-Detection
Predict fraudulent credit card transactions using TensorFlow, Keras, K Neighbors, Decision Tree, SVM Regression and Logistic Regression classifiers .
decision-tree-classifier f1-score fraud-detection keras knearest-neighbor-classifier logistic-regression-classfiers precision-recall-curve roc-auc svm-classifier tensorflow
Language:Jupyter Notebook 1
aparajitad60 / Room-Occupancy-Detection-Using-Sensor-Data-and-Evaluate-Machine-Learning-Models-with-Yellowbrick
Evaluation of Machine Learning Models with Yellowbrick
python3 yellowbrick datavisualization classification-algorithm occupancy-detection sensor-data algorithm-analysis hyperparameter-tuning anscombesquartet feature-selection scatterplot radviz parrallel-coordinates-plot rank-features manifold-visualization roc-curve roc-auc discrimination-threshold machine-learning
Language:Jupyter Notebook 1
ChriStingo / HeartDisease-Analysis-and-Prediction
Data analysis, visualization and prediction for the prevention of heart disease using ML models
data-analysis data-science data-visualization heart-disease-prediction knn machine-learning machine-learning-algorithms random-forest roc-auc smote-oversampler
Language:Jupyter Notebook 1
hailiang-wang / evaluate_metric
simple script for plotting precision recall curves
machine-learning precision-recall-chart roc-curve roc-auc
Language:Python 1
liyijin-data-PM / Applied-Machine-Learning-in-Python-Coursera
A wide variety of supervised and unsupervised machine learning methods using the scikit-learn library
scikit-learn supervised-machine-learning support-vector-machines lasso-regression ridge-regression decision-trees k-nearest-neighbours cross-validation regularization model-complexity model-evaluation confusion-matrix gridsearchcv roc-curve roc-auc precision-recall-curve
Language:Jupyter Notebook 1
mark-narusov / yandex_practicum_ds
Учебные проекты курса "Специалист по Data Science", Яндекс Практикум
catboost feature-engineering linear-algebra optuna roc-auc cv keras nlp
Language:Jupyter Notebook 1
omidkhorsand / ConvNet-MNIST
Building a convolutional neural network for MNIST dataset, including hyperparameter search, dropout regularization, and optimizer selection
datascience classification roc-auc cumulative-gains-chart random-forest-classifier convolutional-neural-networks mnist-dataset
Language:Jupyter Notebook 1
pjbk / Bank-Campaign-Subscriptions-Prediction
Predict the intention of customer either subscribing to the product or not.
machine-learning feature-engineering eda pca roc-auc random-forest-classifier xgboost kaggle
Language:Jupyter Notebook 1
shivaniramdas / Predictive-Analytics-SAS
Estimated probability models that help target consumers to build brand loyalty
atherosclerosis descriptive-analytics hypothesis-testing logit-model model-evaluation model-selection probabilistic-models roc-auc video-game-analysis
Language:SAS 1
ejay34 / 04_churn_forecast
На основании данных о поведении клиентов построить модель с максимально большим значением F1 для задачи классификации, которая будет определять клиентов, склонных к оттоку.
data-preparation decission-tree logistic-regression machine-learning matplotlib pandas python random-forest roc-auc scikit-learn seaborn class-weights-balance
Language:Jupyter Notebook 0
mark-narusov / kaggle_leopard_challenge
Jupyter тетрадка с решением Kaggle соревнования Leopard Classification Challenge
blending catboost-classifier f1-score feature-engineering optuna random-forest-classifier roc-auc
Language:Jupyter Notebook 0
nirajsaran2 / RedditClassification
Increasing your Reddit karma. Help Reddit Moderators improve karma by autosubmitting posts to the correct subreddit. Reddiquette: Cross-post if it belongs to either or both subs?
classification confusion-matrix grid-search knn nlp pickle predicted-probabilities pushshift-api random-forest-classifier roc-auc visualization
Language:Jupyter Notebook 0
ozturkfemre / classification
R | Classification Project
bagging-classifier classification classification-tree descriptive-statistics heart-disease-classification linear-discriminant-analysis machine-learning quadratic-discriminant-analysis random-forest random-forest-classifier roc-auc roc-curve rstats rstudio statistics support-vector-machines
Language:R 0
Vanarty / Heart-diseases-prediction-kaggle-
Предсказание сердечно-сосудистых заболеваний.
eda-analyses feature-engineering logistic-regression machine-learning random-forest roc-auc streamlit-webapp xgboost xgboost-classifier
Language:Jupyter Notebook 0
jodiambra / Interconnect-Telecom-Churn-Predictions
The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.
adaboost catboost churn-prediction cross-validation eda gradientboosting gridsearchcv lightgbm machine-learning pipeline profile-report roc-auc smote xgboost
Language:HTML

roc-auc

Pradnya1208 / Telecom-Customer-Churn-prediction

sraashis / easytorch

mcabinaya / Bank-Marketing-Data-Analysis

sharmaroshan / Online-Shoppers-Purchasing-Intention

stefmolin / ml-utils

RistovaIvona / Bank-Marketing

Pegah-Ardehkhani / Customer-Churn-Prediction-and-Analysis

imrahulr / Recurrent-Capsule-Net

Lilykos / classy

pajaskowiak / clusterConfusion

ilyajob05 / ROC_calculation

Lednik7 / Final-of-NTI-2021

liurui39660 / AUROC

nilsdenter / text_based_link_prediction

script-0 / Zindi_Fraud_Detection_in_Electricity_and_Gas_Consumption-Cameroon_Challenge

gagejane / Suicide-bombings

doguma / IronDiamondtoChallenger

Niranjankumar-c / TelecomChurn

Shuyib / pimaMLsklearn

alesouzaeu / DS_portifolio

aman5319 / Bank-Marketing-Analysis

Ansu-John / Credit-Card-Fraud-Detection

aparajitad60 / Room-Occupancy-Detection-Using-Sensor-Data-and-Evaluate-Machine-Learning-Models-with-Yellowbrick

ChriStingo / HeartDisease-Analysis-and-Prediction

hailiang-wang / evaluate_metric

liyijin-data-PM / Applied-Machine-Learning-in-Python-Coursera

mark-narusov / yandex_practicum_ds

omidkhorsand / ConvNet-MNIST

pjbk / Bank-Campaign-Subscriptions-Prediction

shivaniramdas / Predictive-Analytics-SAS

ejay34 / 04_churn_forecast

mark-narusov / kaggle_leopard_challenge

nirajsaran2 / RedditClassification

ozturkfemre / classification

Vanarty / Heart-diseases-prediction-kaggle-

jodiambra / Interconnect-Telecom-Churn-Predictions