Classification Random Forests for Soft Decision Trees

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Documentation for package ‘SoftRandomForest’ version 0.1.0

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a Building a single level for the Random Forest of SDTs.
at Building a single level for the Random Forest of SDTs.
average Building a single level for the Random Forest of SDTs.
be Building a single level for the Random Forest of SDTs.
BestForestSplit Choosing the best variable for splitting.
build Building a single level for the Random Forest of SDTs.
class. Building a single level for the Random Forest of SDTs.
classification Building a single level for the Random Forest of SDTs.
ClassMode Determining the mode from a vector of numbers.
coded Building a single level for the Random Forest of SDTs.
creates Building a single level for the Random Forest of SDTs.
current Building a single level for the Random Forest of SDTs.
depth. Building a single level for the Random Forest of SDTs.
determine Building a single level for the Random Forest of SDTs.
determined Building a single level for the Random Forest of SDTs.
each Building a single level for the Random Forest of SDTs.
equivalent Building a single level for the Random Forest of SDTs.
final Building a single level for the Random Forest of SDTs.
fit Building a single level for the Random Forest of SDTs.
for Building a single level for the Random Forest of SDTs.
Forest Building a single level for the Random Forest of SDTs.
Forest. Building a single level for the Random Forest of SDTs.
function Building a single level for the Random Forest of SDTs.
given Building a single level for the Random Forest of SDTs.
in Building a single level for the Random Forest of SDTs.
is Building a single level for the Random Forest of SDTs.
node Building a single level for the Random Forest of SDTs.
nodes Building a single level for the Random Forest of SDTs.
observation Building a single level for the Random Forest of SDTs.
of Building a single level for the Random Forest of SDTs.
only Building a single level for the Random Forest of SDTs.
order Building a single level for the Random Forest of SDTs.
prediction Building a single level for the Random Forest of SDTs.
prespecified Building a single level for the Random Forest of SDTs.
previous Building a single level for the Random Forest of SDTs.
probability Building a single level for the Random Forest of SDTs.
Random Building a single level for the Random Forest of SDTs.
returned Building a single level for the Random Forest of SDTs.
runs Building a single level for the Random Forest of SDTs.
SDT Building a single level for the Random Forest of SDTs.
SDTs. Building a single level for the Random Forest of SDTs.
sets Building a single level for the Random Forest of SDTs.
single Building a single level for the Random Forest of SDTs.
SoftClassForest Implementing a Random Forest of SDTs.
SoftClassMatrix Converting response vector to sparse matrix.
SoftForestPredDepth1 Building a single level for the Random Forest of SDTs.
SoftForestPredDepth2 Building a single level for the Random Forest of SDTs.
SoftForestPredDepth3 Building a single level for the Random Forest of SDTs.
SoftForestPredDepth4 Building a single level for the Random Forest of SDTs.
SoftForestPredDepth5 Building a single level for the Random Forest of SDTs.
SoftForestPredFeeder Choosing the appropriate depth function.
SoftObservation Recording the prediction weights to analyze observation-level patterns
standard Building a single level for the Random Forest of SDTs.
steps Building a single level for the Random Forest of SDTs.
terminal Building a single level for the Random Forest of SDTs.
that Building a single level for the Random Forest of SDTs.
The Building a single level for the Random Forest of SDTs.
the Building a single level for the Random Forest of SDTs.
This Building a single level for the Random Forest of SDTs.
through Building a single level for the Random Forest of SDTs.
to Building a single level for the Random Forest of SDTs.
tree Building a single level for the Random Forest of SDTs.
weighted Building a single level for the Random Forest of SDTs.
weights Building a single level for the Random Forest of SDTs.
which Building a single level for the Random Forest of SDTs.
with Building a single level for the Random Forest of SDTs.
would Building a single level for the Random Forest of SDTs.
\code{1} Building a single level for the Random Forest of SDTs.
\code{BestForestSplit} Building a single level for the Random Forest of SDTs.
\code{SoftForestPredDepth} Building a single level for the Random Forest of SDTs.