Easy Predictive Analytics
  • Tutorial
  • TIPS
  • top
  • Description of Terms and Graphs
    • F-score
      • RMSE
        • ROC curve and AUC
          • Ensemble
            • Export/Import
              • Relevance Score
                • Coefficient of Determination
                  • Missing Value
                    • Accuracy Evaluation
                      • Confusion Matrix
                        • Coverage
                          • Cross-validation
                            • Mean Absolute Error
                              • Median Absolute Error
                                • Median Absolute Error Ratio
                                  • Recall
                                    • Advanced Settings
                                      • Information Leakage (Target Leakage, Data Leakage)
                                        • Regression
                                          • Accuracy
                                            • Precision
                                              • Multiclass Classification
                                                • Data Type
                                                  • Imbalanced Data
                                                    • Text Handling
                                                      • Parameter Search
                                                        • Binary Classification
                                                          • Classification
                                                            • Prediction Model Creation (Training)
                                                              • Prediction model creation (training) data
                                                                • String Handling
                                                                  • Use for the Model
                                                                    • Unique Value
                                                                      • Distribution of Prediction
                                                                        • Distribution of Prediction Errors
                                                                          • Prediction Accuracy Level
                                                                            • Prediction Reason / Predictive Contribution
                                                                              • Prediction Value (binary classification)
                                                                                • Predictive Analytics
                                                                                1. Easy Predictive Analytics
                                                                                2. Description of Terms and Graphs
                                                                                3. String Handling

                                                                                String Handling

                                                                                For example, the data type is set to [String Type] for a variable in which only some limited kinds of character strings appear, such as the variable for selecting the prefecture where the person currently lives in the questionnaire.

                                                                                Variables that contain text or strings longer than 40 to 50 characters have a data type of “Text Type” and are processed specifically for the Text data type.

                                                                                String Handling in Easy Predictive Analytics

                                                                                Easy Predictive Analytics handles string data automatically.

                                                                                Related pages

                                                                                • Text Handling
                                                                                • Data Ratio
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