# PredPsych 0.1

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## Predictive Approaches in Psychology

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.

## Functions in PredPsych

 Name Description ModelCluster Model based Clustering PredPsych PredPsych. LinearDA Cross-validated Linear Discriminant Analysis fscore f-score DimensionRed Generic Dimensionallity Reduction Function classifyFun Generic Classification Analyses KinData Kinematics Dataset ClassPerm Permutation Analysis for classification DTModel Generic Decision Tree Function No Results!