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f1-score

Here are 208 public repositories matching this topic...

deadskull7 / Pneumonia-Diagnosis-using-XRays-96-percent-Recall

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagg…

kaggle healthcare confusion-matrix transfer-learning inceptionv3 xray f1-score precision-recall lungs pneumonia-diagnosis

Updated Apr 22, 2023
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Machine_Learning

SudhakarKuma / Machine_Learning

A repository of resources for understanding the concepts of machine learning/deep learning.

machine-learning clustering dimensionality-reduction preprocessing imbalanced-data smote boosting f1-score supervised-machine-learning unsupervised-machine-learning bagging knn-classification summer-school iiith seaborn-plots datacamp-projects datacamp-machine-learning critical-concepts

Updated Jul 24, 2021
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bhattbhavesh91 / classification-metrics-python

This is a simple python example to recreate classification metrics like F1 Score, Accuracy

python accuracy recall precision f1-score

Updated Oct 14, 2019
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SilentFlame / Named-Entity-Recognition

Corpus and a baseline neural network system for Named Entity Recognition in Hindi-English Code-Mixed social media text.

Updated Sep 25, 2020
Python

jeremy191 / clustering-based-anomaly-detection

This clustering based anomaly detection project implements unsupervised clustering algorithms on the NSL-KDD and IDS 2017 datasets

anaconda clustering dataset kmeans-clustering lof anomaly-detection f1-score ids2017 normalized-mutual-info nsl-kdd isolation-forest missing-values onehot-encoder dbscan-algorithm clustering-algorithms min-max-scaler simple-imputer score-metrics

Updated Dec 5, 2019
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yardstick17 / DDIExtraction

Detecting drug-drug interaction (DDI) has become a vital part of public health safety. This project is an implementation of NLP based approach for such relation extraction between entities.

nlp natural-language-processing feature-extraction dependency-tree feature-engineering context-free-grammar f1-score multilabel-multiclass

Updated Oct 17, 2017
Python

minar09 / bfscore_python

Boundary F1 Score - Python Implementation

python evaluation image-processing segmentation metric evaluation-metrics contour f1-score boundary bfscore boundary-segmentation contour-matching

Updated Nov 17, 2020
Python

Home-Credit-Default-Risk-Recognition

abhishekdbihani / Home-Credit-Default-Risk-Recognition

The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.

scikit-learn feature-selection xgboost hyperparameter-optimization lightgbm hyperopt feature-engineering bayesian-optimization hyperparameter-tuning binary-classification imbalanced-data automl loan-default-prediction udacity-machine-learning-nanodegree f1-score automated-feature-engineering featuretools auc-roc-curve auc-roc-score k-fold-cross-validation

Updated Jul 1, 2020
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magesh-technovator / feature-matching-opencv-python

Image key points Extraction, Description, Feature Matching

template-matching keypoints sift orb opencv-python flann perspective-transformation f1-score homography sift-descriptors geometric-transformation bruteforce-matching

Updated Jun 22, 2022
Python

Stokeslet / Predicting-Football-Results-with-Machine-Learning

This is the code for predicting football (soccer) results by Amir Mirbagheri

python data-science machine-learning jupyter-notebook soccer data-visualization football-data logistic-regression machinelearning svm-classifier odds f1-score

Updated Jan 13, 2018
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EthanWng97 / Google-BERT-on-fake_or_real-news-dataset

📚 Use Google BERT on fake_or_real news dataset with best f1 score: 0.986

nlp-machine-learning f1-score bert-model google-bert eda-methods

Updated Dec 1, 2023
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WilliamY97 / Parkinsons-Vocal-Analysis-Model

Verifying suitability of dysphonia measurements for diagnosis of Parkinson’s Disease using multiple supervised learning algorithms.

classifier study supervised-learning f1-score predicted-ratings supervised-learning-algorithms

Updated Mar 30, 2017
Python

mainkoon81 / Study-09-MachineLearning-A

With some projects to develop "TOOLs" for better Modeling

tools cross-validation recall grid-search f1-score classifier-model test-scores

Updated May 29, 2022
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Frost199 / Elective-Course-Recommender-System

This is a web based elective course recommender system implemented with flask and Sklearn

flask machine-learning clustering machine-learning-algorithms flask-application recall flask-backend precision evaluation-metrics f1-score

Updated Mar 29, 2019
Python

eXascaleInfolab / xmeasures

Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) for the multi-resolution clustering with overlaps/covers, standard NMI, clusters labeling

ari clustering-evaluation benchmark-measures nmi f1-score quality-measures omega-index covers-evaluation extrinsic-quality-measures f-measure fuzzy-adjusted-rand-index overlapping-community-evaluation accuracy-metrics

Updated Jun 15, 2021
C++

JuzerShakir / Forest_Cover-Type

Classifying Forest Cover type

Updated Oct 3, 2020
HTML

prabhatk579 / credit-card-fraud-detection-using-logistic-regression

Classifying whether the credit card transaction is fraudulent or not using Logistic Regression

machine-learning-algorithms data-visualization statistical-analysis recall logistic-regression data-preprocessing hyperparameter-tuning precision smote f1-score undersampling mean-square-error

Updated May 31, 2021
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whitebox

squaredev-io / whitebox

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

Updated Jul 11, 2023
Python

gouravaich / faces-recognition-pca

Faces recognition example using eigenfaces and SVMs

machine-learning svm pca face-recognition confusion-matrix udacity-nanodegree principal-component-analysis svm-classifier principal-components eigenfaces classification-report f1-score explained-variance

Updated Jul 21, 2018
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LeoTungAnh / CNN-CIFAR-100

67% accuracy on test set of CIFAR-100 by CNN in Keras without transfer learning

keras cnn accuracy filters convolutional-neural-networks data-augmentation f1-score cifar100 increases-efficiency dropout-keras batch-norm

Updated Nov 15, 2021
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