Serialized Form

  • Package mlp

    • Class mlp.MLPGUI

      class MLPGUI extends dialog.TabbedGUI implements Serializable
      serialVersionUID:
      131073L
      • Serialized Fields

        • conf
          JTextField conf
          the name of the confidence field
        • decay
          JTextField decay
          the weight decay factor
        • dmean
          JTextField dmean
          the decay factor for the gradient mean
        • dvar
          JTextField dvar
          the decay factor for the gradient variance
        • epochs
          JSpinner epochs
          the maximum number of update epochs
        • epsilon
          JTextField epsilon
          the epsilon value
        • expand
          JTextField expand
          the expansion factor for output ranges
        • flat
          JTextField flat
          the flat spot elimination
        • fn_dom
          JTextField fn_dom
          the name of the domains file
        • fn_exec
          JTextField fn_exec
          the name of the multilayer perceptron file
        • fn_in
          JTextField fn_in
          the name of the table input file
        • fn_mlp
          JTextField fn_mlp
          the name of the multilayer perceptron file
        • fn_out
          JTextField fn_out
          the name of the table output file
        • fn_sens
          JTextField fn_sens
          the name of the multilayer perceptron file
        • fn_tab
          JTextField fn_tab
          the name of the table/pattern file
        • fn_tse
          JTextField fn_tse
          the name of the table/pattern file
        • fn_val
          JTextField fn_val
          the name of the sensitivity values file
        • growth
          JTextField growth
          the growth factor
        • helps
          JTextArea[] helps
          the help texts that can be disabled in the tab
        • hidden1
          JSpinner hidden1
          number of units in first hidden layer
        • hidden2
          JSpinner hidden2
          number of units in second hidden layer
        • hidden3
          JSpinner hidden3
          number of units in third hidden layer
        • jog
          JTextField jog
          the range for weight jogging
        • labels
          JLabel[] labels
          the labels that can be disabled in the tab
        • lrate
          JTextField lrate
          the learning rate
        • maxchg
          JTextField maxchg
          the maximal change/learning rate
        • method
          JComboBox<String> method
          the parameter update method
        • minchg
          JTextField minchg
          the minimal change/learning rate
        • moment
          JTextField moment
          the momentum coefficient
        • norm
          JCheckBox norm
          whether to normalize the input ranges
        • pred
          JTextField pred
          the name of the prediction field
        • range
          JTextField range
          the initial weight range
        • seed
          JTextField seed
          the seed value for (pseudo-)random numbers
        • shrink
          JTextField shrink
          the shrink factor
        • shuffle
          JCheckBox shuffle
          whether to shuffle the training patterns
        • snorm
          JCheckBox snorm
          whether to normalize the sensitivity
        • sumin
          JCheckBox sumin
          whether to sum sensitivity over input units
        • sumout
          JCheckBox sumout
          whether to sum sensitivity over output units
        • target
          JTextField target
          the name of the target attribute
        • term
          JTextField term
          the error for termination
        • update
          JSpinner update
          the number of patterns between two updates
        • write
          JCheckBox write
          whether to write the field names to the first record