GH-15809: fixes loglikelihood and aic for glm generic model#16025

Merged

wendycwong merged 37 commits intomasterfrom GH-15809_glm_generic_model_loglikelihood_aic

Feb 12, 2024

+301-46

Commits on Feb 5, 2024

GH-15809 : implement AIC and Loglikelihood calculation for GenericModel

syzonyuliia-h2o
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wendycwong
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GH-15809 : add AIC and Loglikelihood to ModelMetricsBinomial

syzonyuliia-h2o
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wendycwong
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GH-15809 : implement AIC and Loglikelihood calculations for ModelMetricsBinomial

syzonyuliia-h2o
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wendycwong
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GH-15809 : add AIC and Loglikelihood to output metrics

syzonyuliia-h2o
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wendycwong
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GH-15809 : update test to check AIC and Loglikelihood calculation for loaded model

syzonyuliia-h2o
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wendycwong
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GH-15809 : correct betas source

syzonyuliia-h2o
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wendycwong
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GH-15809 : implement AIC and loglikelihood calculation for multinomial generic glm

syzonyuliia-h2o
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wendycwong
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GH-15809 : minor aic retrieval fix

syzonyuliia-h2o
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wendycwong
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GH-15809 : enable loglikelihood and AIC calculation for multinomial family

syzonyuliia-h2o
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wendycwong
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GH-15809 : remove prints

syzonyuliia-h2o
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GH-15809 : refactor

syzonyuliia-h2o
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wendycwong
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GH-15809 : add new parameter to the constructor, and add new constructor

syzonyuliia-h2o
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wendycwong
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GH-15809 : add dispersion_estimated parameter to GLM mojo

syzonyuliia-h2o
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GH-15809 : update and fix tests

syzonyuliia-h2o
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wendycwong
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GH-15809 : fix metrics exposure in python

syzonyuliia-h2o
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GH-15809 : fix parameters

syzonyuliia-h2o
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GH-15809 : add null check

syzonyuliia-h2o
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GH-15809 : fix tests

syzonyuliia-h2o
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GH-15809 : fix R tests

syzonyuliia-h2o
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GH-15809 : fix reading new parameter in MOJO load

syzonyuliia-h2o
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GH-15809 : fix writing new parameter in MOJO load

syzonyuliia-h2o
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GH-15809 : fix value

syzonyuliia-h2o
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GH-15809 : fix comments

syzonyuliia-h2o
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wendycwong
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GH-15809 : fix printing metrics

syzonyuliia-h2o
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GH-15809 : remove commented code

syzonyuliia-h2o
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GH-15809 : assign NaN instead of 0 as placeholder value for Loglikelihood

syzonyuliia-h2o
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GH-15809 : default dispersion estimation set to 1

syzonyuliia-h2o
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GH-15809 : clean test

syzonyuliia-h2o
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GH-15809 : fix aic check in test

syzonyuliia-h2o
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wendycwong
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GH-15809 : additionally fix aic check in test

syzonyuliia-h2o
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wendycwong
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GH-15809 : additionally fix aic check in test

syzonyuliia-h2o
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wendycwong
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GH-15809 : fit test - add default parameters

syzonyuliia-h2o
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wendycwong
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Fixed test discrepancies.
wendycwong
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Commits on Feb 6, 2024

only return AIC and loglikelihood for glm models
wendycwong
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Commits on Feb 10, 2024

fixed AIC problem when model is not glm
wendycwong
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Commits on Feb 11, 2024

Incorporate Tomas F review.
wendycwong
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replace m != null && m.getClass().toString().contains(generic) with score4Generic
wendycwong
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