classification-problem
There are 0 repository under classification-problem topic.
DianaMosquera / Decoding-of-Motor-Responses-from-Neural-Population-Activity-in-Mice
We will try to understand which areas of the brain are involved in the behavior of the mice during the experimental task of the Steinmetz dataset recorded using Neuropixel probes. For this approach we will try to use a machine learning model to classify the different responses the mice made. We’ll use recordings from different brain regions as inputs to study the brain activity specific to different decision-making tasks in mice. And we will evaluate different time-window sizes of the recording to use as input of the model. We will apply Dimensionality Reduction on the data of different brain regions, train a classification model of the rat's response and explain the impact of different brain regions activity using SHAP additive explanations. Our analysis should help us understand dominant areas of the brain that are involved in the decision making process of the mice between the time zones stimulus onset and reaction time of the mice. The experimental task involves visual stimuli followed by an auditory cue that signals the mouse's movement of the wheel. If the movement of the wheel is correct the mouse receives a reward. Keywords: Steinmetz
MvMukesh / ProblemSolving-FrameWork-ML
Detailed industry specific framework to solve Machine Learning Problem
Language:Python 3Aibad-khan / machine-learning_project
multi label classification of web attacks
Language:Jupyter Notebook 1- ClassiFire
KeananG / ClassiFire
Welcome to my Wildfire capstone project. This project develops a classification model to predict wildfires management complexity levels. This is a wildfire risk, size, and impact based project.
Language:Jupyter Notebook 1 MuhammadTayyab-SE / spaceship-transported-prediction
Spaceship Titanic Predict which passengers are transported to an alternate dimension
Language:Jupyter Notebook 1qwqoro / ML-Corrupted
📊 [ML] Classification Problem Solution: Guessing the type of a corrupted file
Language:Jupyter Notebook 0vtramo / neural-networks-experiments-from-scratch
The objective of this repository is to provide a learning and experimentation environment to better understand the details and fundamental concepts of neural networks by building neural networks from scratch.
Language:Python 0- Language:Jupyter Notebook
muhammadfhaider12 / loan-default-prediction
The project predicts the probability of loan default using various financial features of customer. I applied SMOTENN by combining SMOTE cand Edited Nearest Neighbor (ENN) to handle class imbalance. Logistic Regression, Random Forest and CATBOOST models have been apllied and evaluated based on accuray, F1 score, ROC-AUC score.
Language:Jupyter Notebookmverbytska / transaction-fraud-detection-pet-project
Transaction Fraud Detection project using machine learning techniques (March, 2024)
Language:Jupyter Notebook
