An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: confusionmatrix

Vieira-Marola/Spam_Detection

This project focuses on detecting spam emails using a machine learning approach. Based on a dataset with word frequencies and special character occurrences, the model classifies emails as either spam or non-spam.

Language: Jupyter Notebook - Size: 92.8 KB - Last synced at: about 1 hour ago - Pushed at: about 2 hours ago - Stars: 0 - Forks: 0

sanjanahombal/Study-on-Sentiment-Analysis

This project explores the optimal combination of Bag-of-Words and TF-IDF vectorization with Naive Bayes and SVM for sentiment analysis. It evaluates performance using accuracy, precision, recall, and F1-score, addressing ethical concerns like data privacy and bias to improve sentiment classification in real-world applications.

Language: Python - Size: 21.2 MB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Mishaa931/Truth-Guard

This repository contains code for evaluating different machine learning models for classifying fake news. The dataset used for this evaluation consists of labeled news articles as either "REAL" or "FAKE". Three popular classifiers, Support Vector Machine (SVM), Decision Tree, and Logistic Regression, are trained and evaluated on this dataset.

Language: Jupyter Notebook - Size: 165 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

HirudikaAnupama/Email-Spam-Detection-Logistic-Regression

This model can predict whether an email is spam or not. The logistic regression machine learning algorithm is used to train this model.

Language: Jupyter Notebook - Size: 2.8 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

fcakyon/confplot

Confusion Matrix in Python: Plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

Language: Python - Size: 269 KB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 3

pierogio/ML_classification

Machine learning classification applied to wine recognition data.

Language: Jupyter Notebook - Size: 5.76 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ginamartinezl/Prediccion_Smartphone

Predicción de actividad humana de acuerdo a los sensores de un smartphone

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

Russolves/CNN-Computer-Vision-Model-Analysis

This model was designed around Pycoco's dataset, the CNN model constructed outputs training loss graphs and a confusion matrix for the network of interest

Language: Python - Size: 17.6 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Athari22/Fake-News-Detection-Using-Python

Fake News Detection Using Python

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mr-francois/cmtb

Confusion matrix in tensorboard

Language: Python - Size: 176 KB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

novasush/Tensorboard-with-Fashion-MNIST

Training a convolutional neural network to classify images of the Fashion MNIST dataset and use TensorBoard to explore how it's confusion matrix evolves over time.

Language: Jupyter Notebook - Size: 5.86 KB - Last synced at: 15 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

Pradnya1208/Naive-Bayes

This project aims to understand and build Naive Bayes classifier to predict the salary of a person.

Language: Jupyter Notebook - Size: 610 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

longenbach/Tableau-Interactive-Confusion-Matrix

A innovative way to visualize text misclassifications within a confusion matrix in Tableau.

Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

firstelfin/confusion

混淆矩阵的热力图绘制

Language: Python - Size: 25.4 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

johannesuhl/binary_classification

Visual-analytical tools to evaluate and compare the outputs of large numbers of binary classifiers.

Language: Python - Size: 3.04 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

it21208/RFMTC-Comparison-Confusion-Matrices-with-other-ML-models-using-BTS-dataset

Implementation of the comparison of the RFMTC model against RFM and various ML models using the Blood Transfusion data set and confusion matrices

Language: R - Size: 2.76 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

anishajain5/Data-Science

Data Science Projects - beginner level.

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

cyela/StudyProject-Spring-2018 Fork of aravindreddykeesara/StudyProject-Spring-2018

This Repository holds the information related to Masters Study project on Detecting Vandlism

Language: Jupyter Notebook - Size: 623 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Related Keywords
confusionmatrix 18 confusion-matrix 7 python 5 machine-learning 4 data-visualization 3 tensorflow 2 cross-validation 2 classification 2 nlp 2 seaborn 2 naive-bayes-classifier 2 machine-learning-algorithms 2 dashboard 1 feature-scaling 1 feature-engineering 1 cardinality 1 bayes-theorem 1 accuracy-metrics 1 tensorflow-experiments 1 tensorbo 1 tensor 1 logisticregression 1 scikit-learn 1 tensorboard 1 wordcloud-visualization 1 wordcloud-library 1 wordcloud-generator 1 wordcloud 1 tfidfvectorizer 1 passiveaggressiveclassifier 1 fake-news 1 detection 1 classifier 1 seaborn-plots 1 scikit-image 1 pytorch 1 versus 1 uci-machine-learning 1 rfmtc 1 models 1 data-science 1 model 1 machine 1 itertools-library 1 learning 1 blood-transfusion-dataset 1 prediction-uncertainty 1 interrater-reliability 1 hyperparameter-tuning 1 ensemble-learning 1 binary-classification 1 accuracy 1 display 1 visualization 1 train-test-using-sklearn 1 text-classification 1 accuracyscore 1 tableau 1 natural-language-processing 1 diagnostic-tool 1 logistic-regression 1 classification-report 1 accuracy-score 1 svm 1 modelevaluation 1 logisticsregression 1 fakenewsdataset 1 decisiontree 1 datavisualization 1 tfidf-vectorizer 1 svm-classifier 1 sklearn 1 pandas 1 numpy 1 matplotlib-pyplot 1 gridsearch-crossvalidation 1 googlecollab 1 bag-of-words 1 spam-filtering 1 spam-detection 1 frequency-analysis 1 frequency 1 e-mail 1 correlation-coefficient 1 dataloader-constructor 1 convolutional-neural-networks 1 computervision 1 svc-model 1 pca-analysis 1 support-vector-machines 1 random-forest 1 optuna 1 naive-bayes-algorithm 1 k-nearest-neighbours 1 gradient-boosting-machine 1 extra-trees-regressor 1 decision-trees 1 adaboost 1 windows 1 pypi 1