A general quantitative analysis model for cross-selective sensor array is discussed.

An implementation of the analysis with chemiresistive sensors is presented.

Importance of the sensor set selection and model regularization is demonstrated.

Best case relative error is about 30%, but there are promising trends in the results.

Ways to the further improvement of proposed approach are outlined.