Machine learning algorithms

findLinearColumns will also return a vector of column positions can be removed to eliminate the linear dependencies

findLinearCombos will return a list that enumerates dependencies

the function findLinearRows can be used to generate a complete set of row variables from one factor

none of the mentioned

qplot

quickplot

plot

all of the mentioned

Data Reduction

Data Encoding

Feature Selection

Data Normalization

Can help with bias trade-off

Cannot help with model selection

Cannot help with variance trade-off

All of the mentioned

TRUE

nan

nan

nan

TRUE

nan

nan

nan

numpy

earth

plot

none of the mentioned

To minimize prediction errors

To group similar data points

To perform unsupervised learning

To visualize data relationships

Random forest are difficult to interpret but often very accurate

Random forest are easy to interpret but often very accurate

Random forest are difficult to interpret but very less accurate

None of the mentioned

TRUE

nan

nan

nan