##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 844801  42.024%  (99.282% of non-spam corpus)
# Correctly spam:     1051595  52.310%  (90.703% of spam corpus)
# False positives:      6111  0.304%  (0.718% of nonspam, 580947 weighted)
# False negatives:    107794  5.362%  (9.297% of spam, 238022 weighted)
# Average score for spam:  15.5    nonspam: -2.5
# Average for false-pos:   7.0  false-neg: 2.2
# TOTAL:              2010301  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104484  98.48%
# Correctly spam:     131261  90.70%
# False positives:      1613  1.52%
# False negatives:     13455  9.30%
# TCR(l=50): 1.537814  SpamRecall: 90.702%  SpamPrec: 98.786%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 845691  99.39%
# Correctly spam:     823037  70.99%
# False positives:      5221  0.61%
# False negatives:    336352  29.01%
# TCR(l=50): 1.940718  SpamRecall: 70.989%  SpamPrec: 99.370%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105430  99.37%
# Correctly spam:     102833  71.06%
# False positives:       667  0.63%
# False negatives:     41883  28.94%
# TCR(l=50): 1.923571  SpamRecall: 71.058%  SpamPrec: 99.356%