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Need a model comparison function for all ML methods. A structure or template is needed to conduct this model comparison. A PMML structure would be a good starting point, even though not all ML packages support it. Or use caret package straight away.
which terms in the model have been affect by new factors and in what way?
Coefficient
Changes by level (vis)
Is it because of correlation?
What this new factor has explained?
This is more like feature selection, and may to specific to glm / lm method.
Trends analysis:
Within the model to assess the consistency
Between datasets on different times to assess the development
There should have a function to give this feature. A starting point is the AbnormalDetection package and changepoint package.
More timeseries analysis. Cannot find specific / achievable criteria.
historgram of deviance residual (symmetry). (REASON: currentl resiPlot has contour plot for this.)
Done:
Can use the
networkD3
package for the network plot, or use theDiagrammeR
,igraph
andvivagraph
http://www.buildingwidgets.com/blog/?offset=1435611529118. [3D plot for 2-way interactions #26]Rcpp
or cleaner and elegant coding in RNot Now:
PMML
structure would be a good starting point, even though not all ML packages support it. Or usecaret
package straight away.This is more like feature selection, and may to specific to glm / lm method.
AbnormalDetection
package andchangepoint
package.More timeseries analysis. Cannot find specific / achievable criteria.
resiPlot
has contour plot for this.)resiPlot
has contour plot for this.)RcppParalle
forCramersV
function (REASON: not urgent need. And parallel overheads may have inverse effect.)The text was updated successfully, but these errors were encountered: