model group Rsquared RMSEP RPD count sd mean feature type
pls grupy_6 0.6344584 59.57313 1.557141 360 125.67200 78.84583 OC backward
pls grupy_5:6 0.6360988 58.62106 1.582430 729 122.14257 77.90151 OC backward
pls grupy_4:6 0.6477343 57.52147 1.612680 1471 124.32195 79.67288 OC backward
pls grupy_3:6 0.6493553 56.42855 1.643915 3156 119.41497 74.36039 OC backward
pls grupy_2:6 0.6494371 55.34232 1.676181 6687 107.74867 63.07229 OC backward
pls grupy_1:6 0.6491623 54.95118 1.688112 12702 92.41164 50.67223 OC backward
pcr grupy_6 0.3350573 80.39661 1.153827 360 125.67200 78.84583 OC backward
pcr grupy_5:6 0.3246486 81.25578 1.141626 729 122.14257 77.90151 OC backward
pcr grupy_4:6 0.3802754 77.07886 1.203491 1471 124.32195 79.67288 OC backward
pcr grupy_3:6 0.4157685 73.46318 1.262724 3156 119.41497 74.36039 OC backward
pcr grupy_2:6 0.4017932 72.63738 1.277080 6687 107.74867 63.07229 OC backward
pcr grupy_1:6 0.3557200 74.45538 1.245897 12702 92.41164 50.67223 OC backward
cub grupy_6 0.8159619 41.19535 2.251801 360 125.67200 78.84583 OC backward
cub grupy_5:6 0.8690457 34.19159 2.713057 729 122.14257 77.90151 OC backward
cub grupy_4:6 0.8895310 31.42642 2.951776 1471 124.32195 79.67288 OC backward
cub grupy_3:6 0.9120663 27.75590 3.342127 3156 119.41497 74.36039 OC backward
cub grupy_2:6 0.9394770 22.88146 4.054101 6687 107.74867 63.07229 OC backward
cub grupy_1:6 0.9646805 17.51997 5.294744 12702 92.41164 50.67223 OC backward
pls grupy_1 0.6451068 57.49410 1.613448 6015 69.04639 36.88683 OC forward
pls grupy_1:2 0.6467926 55.72358 1.664713 9546 80.02023 42.84070 OC forward
pls grupy_1:3 0.6472042 55.25155 1.678935 11231 86.66470 46.87382 OC forward
pls grupy_1:4 0.6475399 55.11358 1.683138 11973 90.02686 49.01432 OC forward
pls grupy_1:5 0.6483471 55.03162 1.685644 12342 91.13598 49.85045 OC forward
pls grupy_1:6 0.6491623 54.95118 1.688112 12702 92.41164 50.67223 OC forward
pcr grupy_1 0.3287050 77.89699 1.190851 6015 69.04639 36.88683 OC forward
pcr grupy_1:2 0.3416455 75.74425 1.224697 9546 80.02023 42.84070 OC forward
pcr grupy_1:3 0.3493958 74.89636 1.238561 11231 86.66470 46.87382 OC forward
pcr grupy_1:4 0.3547800 74.51036 1.244978 11973 90.02686 49.01432 OC forward
pcr grupy_1:5 0.3545968 74.51614 1.244881 12342 91.13598 49.85045 OC forward
pcr grupy_1:6 0.3557200 74.45538 1.245897 12702 92.41164 50.67223 OC forward
cub grupy_1 0.9098072 28.12723 3.298005 6015 69.04639 36.88683 OC forward
cub grupy_1:2 0.9404503 22.82806 4.063585 9546 80.02023 42.84070 OC forward
cub grupy_1:3 0.9515317 20.60255 4.502536 11231 86.66470 46.87382 OC forward
cub grupy_1:4 0.9599882 18.67673 4.966808 11973 90.02686 49.01432 OC forward
cub grupy_1:5 0.9584120 18.97629 4.888402 12342 91.13598 49.85045 OC forward
cub grupy_1:6 0.9646805 17.51997 5.294744 12702 92.41164 50.67223 OC forward
pls grupy_1 0.6451068 57.49410 1.613448 6015 69.04639 36.88683 OC individual
pls grupy_2 0.6472674 55.09960 1.683565 3531 95.01945 52.98301 OC individual
pls grupy_3 0.6478539 55.95883 1.657714 1685 114.79635 69.72261 OC individual
pls grupy_4 0.6492573 57.56189 1.611548 742 126.48479 81.41321 OC individual
pls grupy_5 0.6266298 58.74079 1.579205 369 118.76182 76.98022 OC individual
pls grupy_6 0.6344584 59.57313 1.557141 360 125.67200 78.84583 OC individual
pcr grupy_1 0.3287050 77.89699 1.190851 6015 69.04639 36.88683 OC individual
pcr grupy_2 0.3827981 72.94198 1.271747 3531 95.01945 52.98301 OC individual
pcr grupy_3 0.4667502 69.38748 1.336895 1685 114.79635 69.72261 OC individual
pcr grupy_4 0.4432335 73.46832 1.262636 742 126.48479 81.41321 OC individual
pcr grupy_5 0.3316246 80.65682 1.150104 369 118.76182 76.98022 OC individual
pcr grupy_6 0.3350573 80.39661 1.153827 360 125.67200 78.84583 OC individual
cub grupy_1 0.9098072 28.12723 3.298005 6015 69.04639 36.88683 OC individual
cub grupy_2 0.9089399 28.06273 3.305585 3531 95.01945 52.98301 OC individual
cub grupy_3 0.9024242 29.12855 3.184633 1685 114.79635 69.72261 OC individual
cub grupy_4 0.8600986 35.30090 2.627801 742 126.48479 81.41321 OC individual
cub grupy_5 0.8074655 41.57790 2.231083 369 118.76182 76.98022 OC individual
cub grupy_6 0.8159619 41.19535 2.251801 360 125.67200 78.84583 OC individual