Let's be a little more helpful: the sample size is small relative to the feature space. We even have more variables than observations. A sample of 43 observati

Let's be a little more helpful: the sample size is small relative to the feature space. We even have more variables than observations. A sample of 43 observations might be reasonable if there were few independent variables and these variables had relatively few possible values.