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Features | All registered editions |
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Self-organizing Modeling
builds explicit and complexity minimized mathematical models, self-selects inputs and displays their importance
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F, I, C, EQU (**) |
64-bit Parallel Software
out-of-the-box multi-core support that optimally scales to your machine
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Composite models
provides per-sample prediction interval
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High-dimensional modeling
auto-detecting, no explicit feature selection required
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Multi-level model validation
optimal noise filtering to avoid overfitting
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Live prediction validation
checks model stability and reliability of predictions
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Excel support (optional)
for data import and model export (v2011 or newer; Excel is not required to use all other features of Insights)
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Model Export
ready-to-use models in different formats for integration in web apps, workflows or further external analysis and use
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Excel, Python, MATLAB/Text |
Unlimited updates and bug fixes
no yearly fees
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Features | Advanced | Ultimate |
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Similar Patterns
forecast complex time processes without models
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Autoupdate Forecasts
automatically run simulations or forecast real-time data stored in Excel on Similar Patterns models in Insights
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up to 5 steps ahead
are stored |
up to 120 steps ahead
are stored |
Cost-sensitive Modeling
build tailored, purpose-driven, prevalence-sensitive classification models from imbalanced data sets including ROC and Cost Curve plots
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Systems of Equations including VAR models
self-organizing modeling of interdependent complex systems for automated ex ante (scenario) forecasting
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Model Export
ready-to-use models in different formats for integration in web apps, workflows or further external analysis and use
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generic + Objective-C + AppleScript |
Objective-C + AppleScript + Systems of equations in Ecxel |
Number of potential inputs supported
for direct use in model self-organization, including time lags for dynamic models. Key for model accuracy.
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100 | 25 000 |
Number of samples supported
for model self-organization. Build reliable models from small samples sizes from noisy data (very well on >1000, already).
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50 000 | 1 000 000 |
Number of forecasting steps supported
including live prediction validation
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100 | unlimited |
Best for
main application purposes
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Highest model accuracy on most identification and classification problems
Example |
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Price | $99
Academic pricing available.
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$2490
Academic pricing available.
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