What causes heart failures and how to predict them? This questions can be answered using this dataset on Kaggle and apply explanatory statistics as well as machine learning algorithms. Starting the analysis by explaining the dataset: The dataset contains 299 observations with 13 variables. Target variable is DEATH_EVENT and is to be predicted. Let’s takeContinue reading “Predict Heart Failure with Logistic Regression”
Category Archives: Kaggle
Predict Wine Quality
I found this peace of data on Kaggle and tried to construct a representative model to predict the quality of wine. The dataset contains roughly 1600 observations and rates the quality of wine between 3 and 8. The variables are: # Column Non-Null Count Dtype — —— ————– —– 0 fixed acidity 1599 non-null float64Continue reading “Predict Wine Quality”
Predict Heart Disease with K-Nearest-Neighbour Classification
I recently fount this dataset on Kaggle and started a notebook to create a classification model with K-Nearest-Neighbour to be able to predict a potential heart disease based on the given inputs. You can find the final notebook here.
fstatistics.org 