Machine Learning Model

Machine Learning Model

1. Non Functional Requirements DataSet

   • Promise Corpus
   • ISO 25010 Keywords
     • Integrity
     • Simplicity
     • Friendlyness

2. Preprocessing

   • Tokenization
     • "The log in process must be fast"
     • "The", "log", "in", "process", "must", "be", "fast"
   • Removing Stopwords
     • "but", "again", "there", "about", "once", "during"
   • Stemming
     • The stemmed form of studies is: studi The stemmed form of studying is: study

3. Vector Representation

   • Bag of words
     • Term Frequency
     • Inverse Document Frequency

4. Classification

   • Training
     • Text
       • Feature Extractor
         • Features
           • Machine Learning Algorithm
             • Classifier Model
     • Tags
   • Prediction
     • Text
       • Feature Extractor
         • Features
           • Classifier Model
             • Tags