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Run Panel - Classification
It's at the Run Panel that models are designed and
visualized.
This image shows the new sophisticated Classification Scatter Plot in action.
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Run Panel - Logistic Regression
New ROC Curve available during model design, both in
Classification & Logistic Regression.
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Run Panel - Time Series
Prediction
Run Panel in
Time Series Prediction with the Curve Fitting Chart at the bottom
right.
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Run Panel - Regression
Regression and Time Series Prediction share the same
curve fitting charts for model design.
This image shows the newly introduced Scatter Plot.
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Data Panel
New Variable Importance Chart and variable statistics.
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Error analysis by browsing misclassified records one by one.
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Analyze the Histograms of all variables and all the models of the run.
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Easily find model outliers. Note that they are highlighted both
in the chart and in the grid.
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New Bivariate Line Chart for comparing and analyzing
any pair of variables.
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New data management tools for dataset partitioning
and transformation.
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Settings Panel
Several sampling schemes including bagging and mini-batch
mode.
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Functions Panel
This is the function management screen with new
tools for function set selection,
including a new feature to import function sets and
custom functions from other Runs.
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Results Panel - Classification
In the Results Panel you have access to the
Classification Tapestry both in
Logistic Regression and Classification. Note the extended statistics at the top.
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Results Panel - Logistic Regression
Binomial Fit Chart sorted by target, showing the Rounding Threshold
and highlighting
the misclassifications. It's available both for
logistic regression and classification models. |
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Results Panel - Regression
In the Results Panel of Function Finding additional charts
and statistics
are available for model evaluation and testing.
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Predictions Panel - Time Series Prediction
Time Series Prediction runs have a dedicated panel to make predictions. In the
picture above the chart shows the predictions using a blue dashed line.
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History Panel
In the History Panel your models can be tested, sorted, deployed to Excel or deleted.
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Model Panel
Graphical model visualization using Expression Trees,
now with tooltips over each node.
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Model Panel
Translate any model to 19 different programming languages, including
R, Matlab, Octave, Python, C++, C#, Java, Visual
Basic, VB.Net, Perl, PHP, etc.
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Scoring Panel
Easy model scoring within GeneXproTools with a convenient snapshot of the first
2000 records.
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