This function calculates the success of gene screening.
corPredictionSuccess(corPrediction, corTestSet, topNumber = 100)
a vector or a matrix of prediction statistics
correlation or other statistics on test set
a vector of the number of top genes to consider
difference of meancorTestSetPositive
and
meancorTestSetNegative
below
mean corTestSet
on top genes with positive corPrediction
mean corTestSet
on top genes with negative corPrediction
For each column in corPrediction
, the function evaluates the mean corTestSet
for the number
of top genes (ranked by the column in corPrediction
) given in topNumber
. The higher the mean
corTestSet
(for positive corPrediction
) or negative (for negative corPrediction
), the
more successful the prediction.