Table 3. Assignment predictions made with the naïve Bayes classifier.

Pine and poplar rust assays	% TP a	% FP a	Accuracy (%)
Cronartium spp.—41/29b
CRO30	92.7 (94.59)	3.5 (11.72)	94.3 (91.44)
CRO46	100.0 (99.11)	0.0 (0.45)	100.0 (99.33)
CRO30 + CRO46	100.0 (99.86)	3.5 (2.47)	98.6 (98.70)
Cronartium ribicola—64/34b
CRIB65	96.9 (99.43)	5.9 (2.32)	95.9 (98.56)
CRIB146	100.0 (100.0)	0.0 (0.69)	100.0 (99.66)
CRIB190	90.6 (97.95)	0.0 (0.64)	93.9 (98.65)
CRIB65 + CRIB46	100.0 (100.0)	0.0 (0.21)	100.0 (99.90)
CRIB65 + CRIB190	95.3 (99.86)	0.0 (0.11)	96.9 (99.88)
CRIB146 + CRIB190	100.0 (100.0)	0.0 (0.40)	100.0 (99.80)
CRIB65 + CRIB146 + CRIB190	100.0 (100.0)	0.0 (0.14)	100.0 (99.93)
Melampsora spp.—105/12b
MEL40	92.4 (91.21)	8.3 (7.85)	92.3 (91.68)
MEL100	99.1 (99.61)	0.0 (0.46)	99.2 (99.57)
MEL176	99.1 (99.12)	0.0 (0.23)	99.2 (99.45)
MEL40 + MEL100	99.1 (99.85)	0.0 (0.69)	99.2 (99.58)
MEL40 + MEL176	99.1 (99.77)	0.0 (0.86)	99.2 (99.45)
MEL100 + MEL176	100.0 (99.99)	0.0 (0.11)	100.0 (99.94)
MEL40 + MEL100 + MEL176	100.0 (100.0)	0.0 (0.39)	100.0 (99.80)
Melampsora medusae—67/31b
MM53	98.5 (99.10)	0.0 (0.39)	99.0 (99.36)
MM74	92.5 (95.04)	3.2 (3.11)	93.9 (95.97)
MM53 + MM74	100.0 (99.93)	0.0 (0.88)	100.0 (99.52)
Melampsora larici-populina—91/46b
MLP104	100.0 (99.33)	0.0 (0.39)	100.0 (99.47)
MLP133	100.0 (98.90)	0.0 (0.27)	100.0 (99.31)
MLP104 + MLP133	100.0 (99.98)	0.0 (0.14)	100.0 (99.92)

Values on the left are estimates obtained from the training set and values on the right, in parentheses, are those obtained from resampling. Lines highlighted in bold characters correspond to the best assay or assay combinations, as predicted after the resampling procedure.

^aTP: true positive; FP: false positive.

^bNumber of samples tested (positives/negatives).