Breakdown of TensorFlow text-classification models into local models for decision explanations
Text Classification Model Decision Explantation (TCMDE) —  Motivation In order to make the decisions of models and algorithms used in classification and regression comprehensible, different procedures exist. Basically, complex input data are used within the framework of these models and algorithms, whereby the logical decisions increasingly become a black box. Explanation procedures include local and global explanation of…
Breakdown of TensorFlow text-classification models into local models for decision explanations Text Classification Model Decision Explantation (TCMDE) —  Motivation In order to make the decisions of models and algorithms used in classification and regression comprehensible, different procedures exist. Basically, complex input data are used within the framework of these models and algorithms, whereby the logical decisions increasingly become a black box. Explanation procedures include local and global explanation of… nlp
Breakdown TensorFlow textclassification model local model decision explanation Text Classification Model Decision Explantation TCMDE — Motivation order make decision model algorithm used classification regression comprehensible different procedure exist Basically complex input data used within framework model algorithm whereby logical decision increasingly become black box Explanation procedure include local global explanation of… nlp