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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 280156  44.896%  (99.639% of non-spam corpus)
# Correctly spam:     215916  34.601%  (62.979% of spam corpus)
# False positives:      1016  0.163%  (0.361% of nonspam,  41861 weighted)
# False negatives:    126924  20.340%  (37.021% of spam, 244004 weighted)
# Average score for spam:  9.4    nonspam: 0.6
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              624012  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35030  99.61%
# Correctly spam:      26981  63.15%
# False positives:       136  0.39%
# False negatives:     15745  36.85%
# TCR(l=50): 1.895143  SpamRecall: 63.149%  SpamPrec: 99.498%

##### 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: 270953  96.37%
# Correctly spam:     168492  49.15%
# False positives:     10219  3.63%
# False negatives:    174348  50.85%
# TCR(l=50): 0.500279  SpamRecall: 49.146%  SpamPrec: 94.282%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33829  96.20%
# Correctly spam:      21004  49.16%
# False positives:      1337  3.80%
# False negatives:     21722  50.84%
# TCR(l=50): 0.482387  SpamRecall: 49.160%  SpamPrec: 94.015%