random-forest-classifier

There are 4 repositories under random-forest-classifier topic.

x4nth055 / emotion-recognition-using-speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
machine-learning speech-emotion-recognition emotion-recognition emotion-recognizer sklearn kneighborsclassifier random-forest-classifier mfcc feature-extraction emotion-detection keras support-vector-machine gradient-boosting mlp-classifier librosa deep-learning neural-networks recurrent-neural-networks
Language:Python 646
srafay / Machine_Learning_A-Z
Learning to create Machine Learning Algorithms
datascience dataprocessing machine-learning-algorithms machine-learning-az simple-linear-regression multiple-regression polynomial-regression support-vector-regression decision-tree-regression random-forest-regressor classification-algorithims logistic-regression k-nearest-neighbors support-vector-machine kernel-svm naive-bayes-classifier decision-tree-classifier random-forest-classifier k-means-clustering k-means-implementation-in-python
Language:Python 392
shapley
benedekrozemberczki / shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
shapley shapley-value owen voting-classifier machine-learning classifier random-forest random-forest-classifier explainable-ml explainable-ai ensemble ensemble-learning deep-learning voting-game game-theory game-theory-toolbox weighted-voting-games
Language:Python 219
aziztitu / football-match-predictor
A machine learning project that predicts results of a football match
machine-learning ai classifier logistic-regression random-forest-classifier naive-bayes-classifier football
Language:Python 99
MrKhan0747 / Diabetes-Prediction
Machine learning approach to detect whether patien has the diabetes or not. Data cleaning, visualization, modeling and cross validation applied
accuracy detection diabetes diabetes-detection diabetes-prediction health-data knn-classification logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier random-forest-classifier support-vector-machines
Language:Jupyter Notebook 92
theDefiBat / ROAD-ACCIDENTS-PREDICTION-AND-CLASSIFICATION
Final Year Project on Road Accident Prediction using user's Location,weather conditions by applying machine Learning concepts.
decision-tree-classifier random-forest-classifier scikitlearn-machine-learning
Language:HTML 78
LaurentVeyssier / Credit-Card-fraud-detection-using-Machine-Learning
Detect Fraudulent Credit Card transactions using different Machine Learning models and compare performances
fraud-detection random-forest-classifier decision-tree-classifier perceptron-neural-networks imbalance-correction imbalanced-classes smote oversampling keras-tensorflow
Language:Jupyter Notebook 77
Iretha / IoT23-network-traffic-anomalies-classification
AI & Machine Learning: Detection and Classification of Network Traffic Anomalies based on IoT23 Dataset
machine-learning iot-security multiclass-classification iot-23 decision-tree-classifier naive-bayes-classifier logistic-regression-classifier random-forest-classifier svm-classifier
Language:Python 71
kapilsinghnegi / Fake-News-Detection
This project detects whether a news is fake or not using machine learning.
machine-learning python scikit-learn fakenewsdetection logistic-regression decision-tree-classifier gradient-boosting-classifier random-forest-classifier sklearn
Language:Jupyter Notebook 58
Frightera / Sample-Machine-Learning-Projects
Some example projects that was made using Tensorflow (mostly). This repository contains the projects that I've experimented-tried when I was new in Deep Learning.
wordtovec generative-adversarial-network word2vec autoencoder covid-19 transfer-learning resnet50 random-forest-classifier ensemble-learning deep-ensemble ensemble-classifier tensorflow-hub nlp-machine-learning natural-language-processing probabilistic-neural-network neural-network neural-network-from-scratch bert cifar-10
Language:Jupyter Notebook 39
asthasharma98 / Heart-Disease-Prediction-Deployment
A machine learning web application use to predict chances of heart disease, built with FLASK and deployed on Heroku.
flask-application heart-disease-prediction heroku html machine-learning-algorithms pandas random-forest-classifier sklearn
Language:HTML 37
AnMol12499 / CropcareAI
An AI-driven platform offering crop recommendations, fertilizer suggestions, and disease detection for optimal farming
heruko modeldevelopment naive-bayes-classifier python random-forest-classifier resnet-18 svm-classifier tranfer-learning weather-api
Language:Jupyter Notebook 36
Kunal-Attri / Malware-Detection-ML-Model
This is a Malware Detection ML model made using Random Forest Algorithm
extratreesclassifier machine-learning malware malware-detection random-forest-classifier scikit-learn streamlit
Language:Python 28
Snigdho8869 / Multiclass-Text-Classification
Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.
adaboost-classifier bert-fine-tuning cnn-model ensemble-learning gradient-boosting-classifier gru keras-tensorflow logistic-regression natural-language-processing neural-network nlp random-forest-classifier rnn-lstm support-vector-machines xlnet-fine-tuning flask-application deep-learning flask machine-learning text-classification
Language:Jupyter Notebook 24
Devvrat53 / Flight-Delay-Prediction
A web app for Flight Delay Prediction using Random Forest Classifier
machine-learning random-forest-classifier data-science flask-application webapp commercial-aviation flight-delay flight-data
Language:Python 23
athiyadeviyani / IGAudit
#FakersGonnaFake: using simple statistical tools and machine learning to audit instagram accounts for authenticity
audit-instagram-accounts machine-learning scikit-learn jupyter-notebook logistic-regression knn-classifier decision-trees random-forest random-forest-classifier decision-tree-classifier social-media social-network social-media-analysis influencer-discovery
Language:Jupyter Notebook 22
ikmckenz / target-pred-py
A simple machine learning model for small-molecule target prediction in Python.
hacktoberfest random-forest-classifier neural-network machine-learning bioinformatics pharmacology pharmacy medical medicine
Language:Python 22
MatteoM95 / Default-of-Credit-Card-Clients-Dataset-Analisys
Analysis and classification using machine learning algorithms on the UCI Default of Credit Card Clients Dataset.
gridsearchcv logistic-regression machine-learning random-forest-classifier oversampling-technique pca-analysis smote svm-classifier decision-trees oversampling undersampling exploratory-data-analysis uci-dataset
Language:HTML 22
elbernaderen / machine-learning-signal-finder
Technic analyzer with ML (RTF) and signal sender bot using telegram
crypto learning machine signal-bot telegram-bot trading machine-learning pandas python random-forest-classifier
Language:Python 21
VenkateshBH99 / Hybrid-Random-Forest-Linear-Model
Heart disease prediction using normal models and hybrid random forest linear model (HRFLM)
heart-disease-prediction hybrid-random-forest-linear-model knn-classifier navie-bayes-algorithm svm random-forest-classifier logistic-regression decision-tree-classifier hacktoberfest
Language:Python 20
kennedyCzar / URI-URL-CLASSIFICATION-USING-RECURRENT-NEURAL-NETWORK-SVM-AND-RANDOMFOREST
URI-URL Classification using Recurrent Neural Network, Support Vector and RandomForest. The Implementation results follows with classification report, confusion matrix and precision_recall_fscore_support for each validation result of a 10-fold crossval
url classification url-classification neural-network recurrent-neural-networks svm-classifier random-forest-classifier cross-validation dmoz
Language:Python 19
dayfundora / Personality-Type
Recognition of Persomnality Types from Facebook status using Machine Learning
personality-traits personality-predicting python machine-learning machine-learning-algorithms big5 big5-ocean-traits liwc liwc-dictionaries logistic-regression-classifier random-forest-classifier multinomialnb gradient-boosting-classifier svc linear-regression-classification ridge-classifier sgd-classifier facebook facebook-status-scraper
Language:JavaScript 18
jan-janssen / gmailsorter
Similarity based email sorting for Google Mail using RandomForest classifiers
google-mail-api machine-learning python random-forest-classifier
Language:Python 18
leaemiliepradier / PlasForest
A random forest classifier to identify contigs of plasmid origin in contig and scaffold genomes
plasmid random-forest-classifier genome-analysis homology-search pipeline
Language:Python 18
Brice-Vergnou / spotify_recommendation
Finding which songs I like or not based on songs statistics
ai artificial-intelligence spotify spotify-api spotify-playlist api python3 random-forest random-forest-classifier scikit-learn scikitlearn-machine-learning sklearn eda exploratory-data-analysis
Language:Jupyter Notebook 17
sauhard2701 / Fraud-Transaction-Detection
INSAID Assignment to create a ML model to detect fraud transactions for a financial company.
ai ai-ml artificial-intelligence decision-tree decision-tree-classifier decision-trees evaluation-metrics hold-out insaid insaid-assignment internship internship-task label-encoding machine-learning ml random-forest random-forest-classifier variance-inflation-factor vif
Language:Jupyter Notebook 17
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 17
tjnel / DSU_INSuRE_SP19_IDS_Prioritization
IDS Alert Prioritization INSuRE Research Project
ids cse-cic-ids2018 machine-learning intrusion-detection alerts random-forest-classifier k-means-clustering decision-tree-classifier python3 alert-reduce
Language:Jupyter Notebook 17
parthsompura / Disease-prediction-using-Machine-Learning
Implementation of various machine learning algorithms to predict the disease from symptoms.
machine-learning machine-learning-algorithms disease-prediction symptoms-analysis artificial-intelligence decision-tree decision-tree-classifier random-forest random-forest-classifier naive-bayes naive-bayes-classifier
Language:Python 16
aj1365 / DeepForest-Wetland-Paper
Here are the codes for the "Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data" paper.
deep-learning random-forest-classifier xgboost-classifier decision-tree-classifier cnn-classification
Language:Jupyter Notebook 15
amstuta / random-forest
Implementation of a Random Forest classifier in both Python and Scala
decision-tree random-forest-classifier machine-learning
Language:Scala 15
ashishrana1501 / Forest-Fire-Prediction
Algerian Forest Fire Prediction
feature-engineering feature-selection flask hyperparameter-tuning linear-regression logistic-regression machine-learning modeling random-forest-classifier random-forest-regression randomizedsearchcv xgboost-classifier xgboost-regression data-science deployment jupyter-notebook python sklearn
Language:Jupyter Notebook 15
edukait / glioma-classification
The purpose of this project is to be able to automatically and efficiently segment and classify high-grade and low-grade gliomas.
brats2018 classification-task convolutional-neural-networks glioma machine-learning random-forest-classifier segmentation support-vector-machines
Language:Jupyter Notebook 15
krunal-nagda / Credit-Card-Fraud-Detection-Capstone-Project---Decision-Tree-and-Random-Forest
In the banking industry, detecting credit card fraud using machine learning is not just a trend; it is a necessity for banks, as they need to put proactive monitoring and fraud prevention mechanisms in place. Machine learning helps these institutions reduce time-consuming manual reviews, costly chargebacks and fees, and denial of legitimate transactions. Suppose you are part of the analytics team working on a fraud detection model and its cost-benefit analysis. You need to develop a machine learning model to detect fraudulent transactions based on the historical transactional data of customers with a pool of merchants.
machine-learning decision-tree-classifier random-forest-classifier scikit-learn exploratory-data-analysis python3 pandas numpy matplotlib-pyplot seaborn
Language:Jupyter Notebook 15
patelpurvip / Spotify-hitpredictor
A machine learning exercise using the Spotify "hit predictor" dataset, with data analysis of past "hits" by decade. Deployment using Flask via Heroku.
machine-learning python scikitlearn-machine-learning flask heroku tableau spotipy spotify-api pandas dotenv random-forest-classifier neural-network svm-classifier logistic-regression minmaxscalar standardscaler numpy-library joblib
Language:Jupyter Notebook 14
AgriSens
ravikant-diwakar / AgriSens
Smart Farming Assistant uses advanced technology, including machine learning and CNNs, to provide farmers with crop recommendations, disease identification, weather forecasts, fertilizer recommendation, and crop management guidance through a user-friendly web app.
cnn crop-recommendation ml plant-disease-identification streamlit weather-api webapp decision-tree gaussian-naive-bayes knn logistic-regression random-forest-classifier support-vector-machine xgboost crop-prediction disease-prediction fertilizer-recommendation ieee agrisens farming-guide
Language:Jupyter Notebook 14

random-forest-classifier

x4nth055 / emotion-recognition-using-speech

srafay / Machine_Learning_A-Z

benedekrozemberczki / shapley

aziztitu / football-match-predictor

MrKhan0747 / Diabetes-Prediction

theDefiBat / ROAD-ACCIDENTS-PREDICTION-AND-CLASSIFICATION

LaurentVeyssier / Credit-Card-fraud-detection-using-Machine-Learning

Iretha / IoT23-network-traffic-anomalies-classification

kapilsinghnegi / Fake-News-Detection

Frightera / Sample-Machine-Learning-Projects

asthasharma98 / Heart-Disease-Prediction-Deployment

AnMol12499 / CropcareAI

Kunal-Attri / Malware-Detection-ML-Model

Snigdho8869 / Multiclass-Text-Classification

Devvrat53 / Flight-Delay-Prediction

athiyadeviyani / IGAudit

ikmckenz / target-pred-py

MatteoM95 / Default-of-Credit-Card-Clients-Dataset-Analisys

elbernaderen / machine-learning-signal-finder

VenkateshBH99 / Hybrid-Random-Forest-Linear-Model

kennedyCzar / URI-URL-CLASSIFICATION-USING-RECURRENT-NEURAL-NETWORK-SVM-AND-RANDOMFOREST

dayfundora / Personality-Type

jan-janssen / gmailsorter

leaemiliepradier / PlasForest

Brice-Vergnou / spotify_recommendation

sauhard2701 / Fraud-Transaction-Detection

sharmaroshan / Online-Shoppers-Purchasing-Intention

tjnel / DSU_INSuRE_SP19_IDS_Prioritization

parthsompura / Disease-prediction-using-Machine-Learning

aj1365 / DeepForest-Wetland-Paper

amstuta / random-forest

ashishrana1501 / Forest-Fire-Prediction

edukait / glioma-classification

krunal-nagda / Credit-Card-Fraud-Detection-Capstone-Project---Decision-Tree-and-Random-Forest

patelpurvip / Spotify-hitpredictor

ravikant-diwakar / AgriSens