Machine Learning

Linear Regression Regularized Regression Models Training and Testing In Machine Learning we create models to predict the outcome of certain events, to measure if the model is good enough, we can use a method called Train/Test. Train/Test is a method to measure the accuracy of your model. Clustering Classification Classification method is one of the supervised machine learning methods where the outcome is discrete. Bagging and Boosting Naïve Bayes Logistic Regression Model Selection Model Selection is the process of selecting the best machine learning model among the list of models based on different evaluation metrics. Data Mining Data Mining is a method of sifting through massive data sets to discover meaningful pattern. Decision Tree K-Means Clustering Random Forest

Topic	Replies	Views	Activity
About the Machine Learning category Machine Learning	0	304	September 10, 2021
How does increasing the size of training data impact the performance of a machine learning model? Machine Learning sklearn , sci-kit-learn , python	1	187	March 29, 2024
What's the role of thresholds in decision tree and logistic regression classifiers for binary classification decisions? Decision Tree sklearn , sci-kit-learn , python	1	178	March 21, 2024
How is the Gini index used in Decision Trees and what does it represent? Decision Tree sklearn , python , sci-kit-learn , numpy	1	167	March 21, 2024
How can I determine the optimality of my machine learning model? Machine Learning sci-kit-learn , sklearn	1	125	March 21, 2024
How do Decision Trees and Linear Models Differ in Handling Overfitting? Machine Learning sci-kit-learn , python , sklearn	1	128	March 19, 2024
What are the advantages of using decision trees over other models, and how does Scikit-learn visualize them for understanding? Decision Tree sci-kit-learn , python , matplotlib , sklearn	1	212	March 19, 2024
Linear Regression vs. Classification: How to Choose the Right Model for Your Machine Learning Problem? Linear Regression	1	127	March 19, 2024
What's the difference between model evaluation and validation? Machine Learning python , sci-kit-learn , sklearn	1	216	March 13, 2024
How to do Text Analytics on Titanic Dataset with R? Clustering	0	1403	October 18, 2017
How to do text analytics with glmnet and caret packages?` Clustering	0	1856	October 18, 2017
How can I perform cross validation using randomForest package on titanic dataset? Machine Learning	0	1548	October 5, 2017
How to evaluate the relevancy of a model in machine learning? Machine Learning numpy , sci-kit-learn , python , pandas	1	189	April 13, 2023
Controlling hyperparameters in Scikit-Learn Decision Trees for improved performance Classification	0	355	January 26, 2023
Data Mining Life Cycle Data Mining	1	958	January 1, 2023
Recurrent Neural Network vs LSTM Machine Learning	3	252	December 30, 2022
Random forest vs Bagging techniques Random Forest	2	214	December 30, 2022
How to build a Decision Tree using titanic dataset? Classification	0	1462	October 16, 2017
What is k-fold cross-validation? Training and Testing	1	175	December 22, 2022
What is a model learning rate? Is a high learning rate always good? Model Selection	3	679	December 30, 2022
How can you avoid overfitting your model? Regularized Regression Models	1	253	December 22, 2022
What Is K-Means Clustering? K-Means Clustering	1	342	December 22, 2022
Python requests.get not returning text in one of the tags in html document Data Mining	1	859	May 15, 2022
Why isn't it recommended that you use Simple Linear Regression for Time Series data? Linear Regression	1	707	May 5, 2019
Coefficients of Random Forest Random Forest	1	2569	May 5, 2019
How to correct for heteroskedasticity in Linear Regression and coding help? Linear Regression	1	1079	May 4, 2019
How to Interpret result of k-means clustering in R? Clustering	1	758	April 29, 2019
Choosing an appropriate Train-Test Split Size Machine Learning	3	4440	April 23, 2019
Lasso Regression Vs Ridge Regression Regularized Regression Models	2	846	April 17, 2019
Hyperparameters in Machine Learning Model Selection	1	1091	April 16, 2019