Validation Parameters

parameters

PLS-2

Model biasness test

Systematic Error Result

Absent

Error-based metrics

(for 100% data)

RMSEP (100% data)

0.0835

SD (100% data)

0.0471

SE (100% data)

0.0111

MAE (100% data)

0.0698

Error-based metric

(after removing 5% data

with high residuals)

RMSEP (95% data)

0.0752

SD (95% data)

0.0410

SE (95% data)

0.0099

MAE (95% data)

0.0639

MAE + 3 * SD (95% data)

0.1868

RESULT (MAE-based criteria applied on 95% data)

Prediction Quality

GOOD