NeuroSolutions for Excel Copyright © 2015 by NeuroDimension, Inc.. All Rights Reserved. NeuroSolutions for Excel Table of contents Welcome to NeuroSolutions for Excel .................................................................... 5 Getting Started ................................................................................................... 5 Launching NeuroSolutions for Excel .................................................................. 5 Getting Started in Excel with NeuroSolutions ...................................................... 7 NeuroSolutions Modules in Excel ......................................................................... 13 Express Builder Module .................................................................................. 13 Get Started ............................................................................................... 14 Apply Solution .......................................................................................... 16 Manage Report Sheets ............................................................................... 17 Data Tools Module ........................................................................................ 18 Preprocess Data ........................................................................................ 19 Difference ............................................................................................. 19 Randomize Rows ................................................................................... 20 Sample ................................................................................................ 20 Shift .................................................................................................... 21 Moving Average .................................................................................... 21 Encode Two Class Column ..................................................................... 22 Translate Symbolic Columns ................................................................... 22 Insert Column Labels ............................................................................. 24 Clean Data ............................................................................................ 24 Analyze .................................................................................................... 25 Correlation ........................................................................................... 26 Time Series Plot .................................................................................... 26 XY Scatter Plot ...................................................................................... 26 Histogram ............................................................................................ 26 Summary Statistics ................................................................................ 27 Trend Accuracy ..................................................................................... 28 Tag Data .................................................................................................. 28 Column(s) As Input ............................................................................... 30 Column(s) As Desired ............................................................................ 30 Column(s) As Symbol ............................................................................ 30 Row(s) As Training ............................................................................... 30 Row(s) As Cross Validation .................................................................... 31 Row(s) As Testing ................................................................................. 31 Row(s) As Production ............................................................................ 31 All Columns As Input ............................................................................ 32 All Non-Numeric Columns As Symbol ...................................................... 32 All Rows As Training ............................................................................. 32 Rows By Percentages ............................................................................. 32 Clear Tags ............................................................................................ 33 Clear Column Tag ................................................................................. 33 Clear Symbol Tag .................................................................................. 33 Clear Row Tag ...................................................................................... 34 Clear All Tags ....................................................................................... 34 Select Cross-Section .............................................................................. 34 Refresh Tag Formats ............................................................................. 34 Neural Network Configuration ......................................................................... 35 2 / 77 NeuroSolutions for Excel Classification MLP ...................................................................................... 35 Classification PNN ..................................................................................... 35 Classification TDNN ................................................................................... 35 Regression MLP ......................................................................................... 36 Regression GRNN ...................................................................................... 36 Regression TDNN ...................................................................................... 36 New Custom Network ................................................................................ 36 Open Existing Network .............................................................................. 37 Train Network Module ................................................................................... 38 Train ....................................................................................................... 39 Train N Times ........................................................................................... 41 Vary a Parameter ...................................................................................... 43 Train Genetic ............................................................................................ 45 Advanced Train Network Module ..................................................................... 49 Leave N Out ............................................................................................. 49 Test Network Module ..................................................................................... 52 Test ......................................................................................................... 52 Test Reports ............................................................................................. 53 Sensitivity About the Mean ......................................................................... 56 Apply Production Dataset ............................................................................... 58 Automation .................................................................................................. 58 New Batch ................................................................................................ 58 Batch Manager .......................................................................................... 60 Run Batch ................................................................................................. 61 Create Network... .................................................................................. 61 Train Network... .................................................................................... 62 Test Network... ..................................................................................... 62 Create Data Files... ................................................................................ 63 Miscellaneous ................................................................................................ 63 Data Sheets .............................................................................................. 63 Goto Active Data Sheet .......................................................................... 63 Data Sheets .......................................................................................... 64 Reports .................................................................................................... 64 Goto Active Report ................................................................................ 64 Reports ................................................................................................ 64 Data Files ................................................................................................. 65 All Files ................................................................................................ 66 Training Files ........................................................................................ 66 Cross Validation Files ............................................................................. 66 Testing Files ......................................................................................... 67 Production Input File ............................................................................. 67 View Data File ....................................................................................... 67 Delete