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December 2012 Number 1 - Utah Native Plant Society

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Species<br />

# Training<br />

Samples<br />

Calochortiana <strong>December</strong> <strong>2012</strong> <strong>Number</strong> 1<br />

# Test<br />

Samples<br />

Table 2. Continued<br />

Test<br />

AUC<br />

Least Predictive<br />

Variable<br />

AUC<br />

Highest Predictive<br />

Variable<br />

Pediocactus winkleri 10 4 0.9997 Slope Aspect 0.3578 BIO 9 0.9799<br />

Pediomelum pariense 21 8 0.9839 Slope Aspect 0.4554 BIO 15 0.9679<br />

Penstemon ammophilus 19 7 0.9999 Slope Aspect 0.6623 BIO 15 0.9808<br />

Penstemon atwoodii 15 6 0.9978 Slope Aspect 0.4472 BIO 15 0.9662<br />

Penstemon bracteatus 18 7 0.9893 Slope Aspect 0.7072 BIO 9 0.9267<br />

Penstemon breviculus 9 3 0.6775 Slope Angle 0.2816 BIO 15 0.854<br />

Penstemon clutei 56 24 0.9973 Slope Aspect 0.5949 BIO 15 0.9707<br />

Penstemon distans 16 6 1 BIO 5 0.6628 BIO 1 0.9889<br />

Penstemon flowersii 19 7 1 Slope Aspect 0.7017 BIO 7 0.9976<br />

Penstemon gibbensii 8 3 1 Slope Angle 0.3782 Geology 0.9964<br />

Penstemon goodrichii 17 7 0.9999 Slope Angle 0.762 BIO 16 0.9904<br />

Penstemon grahamii 90 38 0.9996 Slope Aspect 0.69 BIO 9 0.9865<br />

Penstemon lentus var.<br />

albiflorus<br />

AUC<br />

16 6 0.9986 BIO 5 0.625 BIO 15 0.9771<br />

Penstemon marcusii 12 5 0.9991 Slope Angle 0.4632 BIO 18 0.9852<br />

Penstemon nudiflorus 79 33 0.9971 Slope Aspect 0.6484 BIO 15 0.9493<br />

Penstemon pseudoputus 39 16 0.9896 Slope Aspect 0.5151 BIO 15 0.9375<br />

Penstemon strictiformis 9 3 0.7698 Slope Aspect 0.5716 Slope Angle 0.6493<br />

Penstemon uintahensis 13 5 0.808 Slope Aspect 0.4688 BIO 15 0.9571<br />

Perityle specuicola 12 5 0.9926 Slope Angle 0.4812 BIO 8 0.9507<br />

Phacelia cephalotes 31 13 0.9851 Slope Angle 0.6395 BIO 4 0.9068<br />

Phacelia constancei 35 15 0.991 Slope Aspect 0.6325 Geology 0.952<br />

Phacelia crenulata var.<br />

angustifolia<br />

26 10 0.9787 BIO 19 0.5829 BIO 15 0.871<br />

Phacelia glechomifolia 46 19 0.9974 Slope Aspect 0.5353 BIO 15 0.9332<br />

Phacelia rafaelensis 17 7 0.9748 Slope Angle 0.5166 BIO 15 0.9301<br />

Phacelia splendens 17 6 0.9513 BIO 3 0.5761 BIO 8 0.9122<br />

Phacelia welshii 18 7 0.9987 Slope Angle 0.724 Geology 0.9767<br />

Phlox caryophylla 11 4 1 Slope Angle 0.4067 BIO 16 0.9953<br />

Phlox cluteana 23 9 0.9987 Slope Aspect 0.4581 Geology 0.9465<br />

Physaria obcordata 28 12 0.9895 Slope Aspect 0.5847 BIO 15 0.9721<br />

Physaria repanda 11 4 0.9962 Slope Angle 0.5 BIO 15 0.9436<br />

Platanthera zothecina 47 20 0.9555 Slope Aspect 0.6004 BIO 15 0.8757<br />

71

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