extra-trees-classifier

There are 0 repository under extra-trees-classifier topic.

jieyima / Cryptocurrency_Investment_Analysis_and_Modeling
Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.
machine-learning regression plotly bitcoin cryptocurrency portfolio gradient-boosting extra-trees-classifier price-prediction stock-prediction litecoin monero ethereum
Language:Jupyter Notebook 65
snatch59 / cnn-svm-classifier
Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine
support-vector-machine confusion-matrix classify-images quadratic-discriminant-analysis linear-discriminant-analysis t-sne random-forest extra-trees-classifier k-nearest-neighbors multi-layer-perceptron tensorflow
Language:Python 62
NASA-Project-Plastic-Marine-Debris-Classification-Machine-Learning-Software
emirhanai / NASA-Project-Plastic-Marine-Debris-Classification-Machine-Learning-Software
NASA Project; Plastic Marine Debris Classification-Machine Learning Software
debris extra-trees-classifier machine-learning machine-learning-algorithms machinelearning marine marine-data nasa nasa-data numpy pandas project python scikit-learn sklearn
Language:Python 14
AID362-Bioassay-Classification-and-Regression-Neuronal-Network-and-Extra-Tree-with-Machine-Learnin
emirhanai / AID362-Bioassay-Classification-and-Regression-Neuronal-Network-and-Extra-Tree-with-Machine-Learnin
I developed Machine Learning Software with multiple models that predict and classify AID362 biology lab data. Accuracy values are 99% and above, and F1, Recall and Precision scores are average (average of 3) 78.33%. The purpose of this study is to prove that we can establish an artificial intelligence (machine learning) system in health. With my regression model, you can predict whether it is Inactive or Inactive (Neural Network or Extra Trees). In classification (Neural Network or Extra Trees), you can easily classify the provided data whether it is Inactive or Active.
health earth-and-nature business biology chemistry biotechnology machine-learning python artificial-intelligence artificial-neural-networks neural-network neural-networks extratreesclassifier extratreesregressor extra-trees-classifier extra-tree-regressor machine-learning-algorithms machine-learning-models machine-learning-projects
Language:Python 10
KrishArul26 / Air-Quality-Index-prediction_with_deployment
India is one of the countries with the highest air pollution country. Generally, air pollution is assessed by PM value or air quality index value. For my further analysis, I have selected PM-2.5 value to determine the air quality prediction and the India-Bangalore region. Also, the data was collected through web scraping with the help of Beautiful Soup.
xgboost-algorithm svm-regressor hyperparameter-tuning linear-regression extra-trees-classifier rmse-score
Language:Jupyter Notebook 8
BE-PROJECTS2018 / GroupNo1-Vehicular-Traffic-Abatement
Machine Learning and Data Mining based project to make a predictive model for real time vehicular traffic
machine-learning extra-trees-classifier data-mining google-maps-api tensorflow sklearn random-forest travis-ci android nodejs ibm-loopback
Language:Python 6
cereniyim / Tree-Classification-ML-Model
Multi-label classification of various tree types
python machine-learning pandas seaborn classification ensemble-model extra-trees-classifier feature-engineering hyperparameter-tuning exploratory-data-analysis data-wrangling model-training model-evaluation
Language:Jupyter Notebook 6
Machine-Learning-Prediction-Software-Based-on-Classification-and-Regression-Based-on-Processor-CPU
emirhanai / Machine-Learning-Prediction-Software-Based-on-Classification-and-Regression-Based-on-Processor-CPU
Machine Learning Prediction Software Based on Classification and Regression Based on Processor [CPU] Specifications
machine-learning machine-learning-algorithms machinelearning extra-trees-classifier extra-tree-regressor random-forest-classifier random-forest random-forest-regression decision-trees cpu processor
Language:Python 6
Machine-Learning-Software-Predicting-Germany-s-Economic-Development-from-2015-to-2019
emirhanai / Machine-Learning-Software-Predicting-Germany-s-Economic-Development-from-2015-to-2019
Machine Learning Software Predicting Germany's Economic Development from 2015 to 2019
germany german economic economics python machine-learning artificial-intelligence sklearn matplotlib numpy pandas tree extra-trees-classifier extra-tree-regressor regression classification machine-learning-algorithms machinelearning python3 economy
Language:Python 6
JuzerShakir / Forest_Cover-Type
Classifying Forest Cover type
machine-learning udacity-nanodegree capstone-project capstone-report supervised-learning classification forest-cover-type-prediction python3 pandas numpy scikit-learn matplotlib seaborn jupyter-notebook random-forest sgd-classifier adaboosting accuracy f1-score extra-trees-classifier
Language:HTML 5
asad-mahmood / featureSelectionApp
It contains the code for the deployed streamlit app which helps to determine importance of features for classification datasets using Random Forest and Extra Trees Classifiers
streamlit python random-forest-classifier extra-trees-classifier
Language:Python 4
BhuvaneshRavi / disease-prediction-model
A prediction model that uses genetic data for disease classification. Data is extracted from a DNA microarray which measures the expression levels of large numbers of genes simultaneously.
decision-tree-classifier extra-trees-classifier gaussian-naive-bayes knn-classifier machine-learning prediction-model python3 scikit-learn
Language:Jupyter Notebook 3
hanaecarrie / CS5228_kaggle_income50K_classification
CS5228 Kaggle Inclass Competition: Predicting if Income > 50K
binary-classification feature-engineering knn-classifier mlp-classifier xgboost-classifier catboost extra-trees-classifier random-forest-classifier lightgbm-classifier machinelearning hyperparameter-search
Language:Jupyter Notebook 3
pjn51 / modeling-wildfire-risk
Predicting wildfire risk using classification and regression tools. My final project as part of the Metis data science bootcamp.
extra-trees-classifier wildfires classification-model
Language:Jupyter Notebook 3
Ayush9719 / Quora-Question-Pair
A Comparative analysis of machine learning models on Quora Question Pair dataset
data-science machine-learning quora quora-question-pair nlp classification random-forest extra-trees-classifier knn-classification boosting-algorithms decision-trees mlp-classifier
Language:Python 2
Kunal-Attri / Iris-Species-Classification
Iris Species Classification usin various ML models.
adaboost-classifier decision-tree extra-trees-classifier gradient-boosted-trees iris-dataset knn-classifier linear-svm naive-bayes-classifier random-forest rbf-svm voting-classifier
Language:Jupyter Notebook 2
bademiya21 / Supervised-Classification-of-Text-Categories
This repo describes a supervised approach to text classification using different features and classifiers. This, obviously, is good to use if there is labelled data available.
categorical-data data-science extra-trees-classifier machine-learning pandas pattern-recognition python scipy sklearn supervised-learning svm-classifier text-classification text-preprocessing text-processing tf-idf word2vec
Language:Jupyter Notebook 1
Akhilreddy97 / IST-5520-MLProj-EmissionScore
IST 5520 Data Science and Machine Learning in Python Project, where we developed a predictive model to predict the vehicle emission score or Smog rating as defined by the Environmental Protection Agency(EPA).
data-science machine-learning python3 vehicle-emissions-prediction business-analytics environmental-monitoring information-science-technology lightgbm-classifier extra-trees-classifier support-vector-machines high-performance-computing
Language:Jupyter Notebook 0
albertoparenti / Machine-Learning-Project
Applied numerous algorithm models to solve a binary classification problem of predicting if any given prospective customer converts to a sale, through the company’s online sales channel.
ensamble-methods machine-learning predictive-modeling adaboost-classifier binaryclassification decision-tree-classifier extra-trees-classifier knn-classification logistic-regression naive-bayes-classifier neural-networks random-forest-classifier support-vector-machine voting-method stacking-method
Language:Jupyter Notebook 0
anandanraju / Analysis_On_Loan_Prediction
Loan analysis is an evaluation method that determines if loans are made on feasible terms and if potential borrowers can and are willing to pay back the loan. It checks the eligibility of the potential borrower against the criteria set forth for lending.Loan analysis is an evaluation method that determines if loans are made on feasible terms and if potential borrowers can and are willing to pay back the loan. It checks the eligibility of the potential borrower against the criteria set forth for lending.
confusion-matrix extra-trees-classifier heatmap-visualization linear-regression loan loan-prediction-analysis random-forest-classifier
Language:Jupyter Notebook 0
Arinjay11020 / Capstone-Speech-Sentiment-Analysis
A model build on RAVDESS dataset, for speech emotion recognition. 85.59% validation accuracy
audio-processing capstone-project extra-trees-classifier light-gradient-boosting-machine machine-learning random-forest-classifier speech-emotion-recognition voting-classifier
Language:Jupyter Notebook 0
cglamb / Modeling
Modeling Portfolio (Python based)
eda elasticnetregression extra-trees-classifier gradient-boosting lasso-regression linear-regression logistic-regression piecewise-regression random-forest rbf-kernel ridge-regression svm svm-classifier k-means-clustering pca exploratory-data-analysis principle-component-analysis cnn-keras convolutional-neural-networks discrete-event-simulation
Language:Jupyter Notebook 0
damaniayesh / Breast_Cancer
The project provides information about breast cancer to help doctors predict if a person has it.
breast-cancer-prediction decision-tree extra-trees-classifier kneighborsclassifier logistic-regression random-forest smote svc-model
Language:Jupyter Notebook 0
damaniayesh / Credit-Card-Approval-Prediction
The project provides the credit card approval predictor using different machine learning algorithm , just like the real banks do.
adaboostclassifier decision-tree eda extra-trees-classifier feature-selection k-nea knn-classification logistic-regression random-forest-classifier support-vector-machines credit-card-approval-prediction
Language:Jupyter Notebook 0
davidocmartins / Machine_Learning_Project
Applied various algorithm models to solve a binary classification problem of predicting if a patient will suffer from a disease. Project done for Machine Learning course of Data Science Ms
adaboost-classifier bagging-ensemble decision-tree-classifier extra-trees-classifier gradient-boosting hyperparameter-tuning knn logistic-regression machine-learning ridge-regression stacking-method svm-classifier python
Language:Jupyter Notebook 0
Huy0720 / Hate-Speech-Classification
Hate Speech Classification using ML Models
classification-model extra-trees-classifier machine-learning parameter-tuning
0
razamehar / Predicting-Bank-Customer-Churn
This project aims to predict bank customer churn using a dataset derived from the Bank Customer Churn Prediction dataset available on Kaggle. The dataset for this competition has been generated from a deep learning model trained on the original dataset, with feature distributions being similar but not identical to the original data.
adaboost-classifier classifier-model customer-churn-analysis customer-churn-prediction extra-trees-classifier gradient-boosting-classifier hyperparameter-tuning knn-classification python random-forest-classifier shapley-additive-explanations smote-sampling xgboost-classifier
Language:Jupyter Notebook 0
Shipra-09 / Project-Vehicle-Insurance
This Github repository contains cross selling of health insurance customers on vehicle insurance product. We have to predict whether a customer would be interested in Vehicle Insurance or not by building a ML model. Exploring Insights/Inferences by performing EDA on the given project data. Finding the high accuracy
accuracy-score confusion-matrix ensemble extra-trees-classifier heatmap imblearn knn-classifier label-encoder logistic-regression matplotlib-pyplot numpy one-hot-encoding pandas random-forest-classifier random-over-sampling seaborn sklearn-library standardscaler
Language:Jupyter Notebook 0
vasupatelll / Email_Spam_Classifier
A Machine Learning Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like MultinomialNB, LogisticRegression, SVC, DecisionTreeClassifier, RandomForestClassifier, KNeighborsClassifier, AdaBoostClassifier, BaggingClassifier, ExtraTreesClassifier, GradientBoostingClassifier, XGBClassifier to compare accuracy an
bernoulli-naive-bayes count-vectorizer embeddings extra-trees-classifier gaussian-naive-bayes logistic-regression multinomial-naive-bayes random-forest-classifier sms-spam-detection tfidf-vectorizer word-cloud xgboost-classifier decision-tree-classifier k-nearest-neighbor-classifier porter-stemmer support-vector-machines ada-boost-classifier bagging-classifier extra-tree-classifiers gradient-boosting-classifier
Language:Jupyter Notebook 0
AhmedAbdAlkreem / Hotel-Reservation
Our task is to classify a Hotel Reservation as either booking canceled (class1) or no canceled(class0) and use more one model to arrive the best model.
bagging decisiontreeclassifier ensemble extra-trees-classifier logistic-regression matplotlib numpy pandas python3 random-forest sklearn-library svc-model
Language:Jupyter Notebook
anandanraju / Eligibility_Validation_Report_Model_for_Borrowing_Money_From_Bank
In simple, a Loan (borrowing money from a bank) is the sum of money that you borrow from the bank or lending financial institution in order to meet needs. These needs could result from planned or unplanned events, and by borrowing, you incur a debt that you have to pay within the agreed duration on your contract.
bagging-classifier bagging-trees bank-loans confusion-matrix confusion-matrix-heatmap extra-tree-classifiers extra-trees-classifier jupyter-notebook loan-data random-forest-classifier spyder-python-ide
Language:Jupyter Notebook
Azie88 / Machine-Learning-Classification-Review
How to do a simple end-to-end machine learning classification project using the telco churn dataset
classification-models extra-trees-classifier light-gradient-boosting-machine random-forest-classifier telcom-churn xgboost-classifier
Language:Jupyter Notebook
balaji025 / Analysis-of-Machine-Learning-models-for-Botnet-Detection
A report of the study of Botnet Detction using Machine Learning models, this report provides an in-depth exploration of botnets, their characteristics, and the existing research in the field of botnet detection.
botnet-detection classification extra-trees-classifier logistic-regression machine-learning-algorithms multinomial-naive-bayes python random-forest-classifier
Language:Jupyter Notebook
brmorg-to / Supervised_learning_Pima_Indian
Ensemble Learning with Pima_Indian dataset
ensemble-learning extra-trees-classifier machine-learning random-forest-classifier randomsearchcv
Language:HTML
damaniayesh / Python_Machine-Learning
It contains different types of machine learning models like Linear Regression, Logistic Regression, Clustering techniques, Time Series Forecasting etc
decision-trees evaluation-metrics extra-trees-classifier linear-regression logistic-regression pruning random-forest svc time-series-forecasting tuning-algorithm
Language:Jupyter Notebook
xinguanca / MLproject_creditcardfraud
My first machine learning project.
average-precision confusion-matrix correlation-analysis extra-trees-classifier imblearn matplotlib numpy pandas pycaret seaborn sklearn
Language:Jupyter Notebook

extra-trees-classifier

jieyima / Cryptocurrency_Investment_Analysis_and_Modeling

snatch59 / cnn-svm-classifier

emirhanai / NASA-Project-Plastic-Marine-Debris-Classification-Machine-Learning-Software

emirhanai / AID362-Bioassay-Classification-and-Regression-Neuronal-Network-and-Extra-Tree-with-Machine-Learnin

KrishArul26 / Air-Quality-Index-prediction_with_deployment

BE-PROJECTS2018 / GroupNo1-Vehicular-Traffic-Abatement

cereniyim / Tree-Classification-ML-Model

emirhanai / Machine-Learning-Prediction-Software-Based-on-Classification-and-Regression-Based-on-Processor-CPU

emirhanai / Machine-Learning-Software-Predicting-Germany-s-Economic-Development-from-2015-to-2019

JuzerShakir / Forest_Cover-Type

asad-mahmood / featureSelectionApp

BhuvaneshRavi / disease-prediction-model

hanaecarrie / CS5228_kaggle_income50K_classification

pjn51 / modeling-wildfire-risk

Ayush9719 / Quora-Question-Pair

Kunal-Attri / Iris-Species-Classification

bademiya21 / Supervised-Classification-of-Text-Categories

Akhilreddy97 / IST-5520-MLProj-EmissionScore

albertoparenti / Machine-Learning-Project

anandanraju / Analysis_On_Loan_Prediction

Arinjay11020 / Capstone-Speech-Sentiment-Analysis

cglamb / Modeling

damaniayesh / Breast_Cancer

damaniayesh / Credit-Card-Approval-Prediction

davidocmartins / Machine_Learning_Project

Huy0720 / Hate-Speech-Classification

razamehar / Predicting-Bank-Customer-Churn

Shipra-09 / Project-Vehicle-Insurance

vasupatelll / Email_Spam_Classifier

AhmedAbdAlkreem / Hotel-Reservation

anandanraju / Eligibility_Validation_Report_Model_for_Borrowing_Money_From_Bank

Azie88 / Machine-Learning-Classification-Review

balaji025 / Analysis-of-Machine-Learning-models-for-Botnet-Detection

brmorg-to / Supervised_learning_Pima_Indian

damaniayesh / Python_Machine-Learning

xinguanca / MLproject_creditcardfraud