In a machine learning classification procedure the items are classified as $1$ or $0.$ Based

on a training sample of size $120$ in which there are $651$s and $550$s$,$ the classifier predicts

$701$s and $500$s$.$ Out of $70$ items predicted by the classifier as $1,52$ are correctly classified