Predictive Approaches in Psychology
Generic Classification Analyses
Permutation Analysis for classification
Generic Dimensionallity Reduction Function
Generic Decision Tree Function
f-score
Cross-validated Linear Discriminant Analysis
Model based Clustering
Confusion Matrix metrics for Cross-validation
Predict Class membership for New Data
PredPsych.
Recent years have seen an increased interest in novel methods for analyzing quantitative data from experimental psychology. Currently, however, they lack an established and accessible software framework. Many existing implementations provide no guidelines, consisting of small code snippets, or sets of packages. In addition, the use of existing packages often requires advanced programming experience. 'PredPsych' is a user-friendly toolbox based on machine learning predictive algorithms. It comprises of multiple functionalities for multivariate analyses of quantitative behavioral data based on machine learning models.