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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 594117  48.450%  (99.884% of non-spam corpus)
# Correctly spam:     589804  48.098%  (93.404% of spam corpus)
# False positives:       689  0.056%  (0.116% of nonspam,  46809 weighted)
# False negatives:     41650  3.397%  (6.596% of spam,  75450 weighted)
# Average score for spam:  16.5    nonspam: -2.3
# Average for false-pos:   6.4  false-neg: 1.8
# TOTAL:              1226260  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  74189  99.85%
# Correctly spam:      73557  93.33%
# False positives:       110  0.15%
# False negatives:      5256  6.67%
# TCR(l=50): 7.327352  SpamRecall: 93.331%  SpamPrec: 99.851%

##### 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: 592137  99.55%
# Correctly spam:     424633  67.25%
# False positives:      2669  0.45%
# False negatives:    206821  32.75%
# TCR(l=50): 1.855739  SpamRecall: 67.247%  SpamPrec: 99.375%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  73962  99.55%
# Correctly spam:      53057  67.32%
# False positives:       337  0.45%
# False negatives:     25756  32.68%
# TCR(l=50): 1.849810  SpamRecall: 67.320%  SpamPrec: 99.369%