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Complements on the description, corrections on #791

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graphs and warnings on the code.
More clear explanation on why the crossvalidation
with shuffle is no adequate for time series.

Correction on the graph by ordering the index

Correction to avoid a warning in

graphs and warnings on the code.
More clear explanation on why the crossvalidation
with shuffle is no adequate for time series.

Correction on the graph by ordering the index

Correction to avoid a warning in
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