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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277851  44.969%  (96.745% of non-spam corpus)
# Correctly spam:     230014  37.226%  (69.558% of spam corpus)
# False positives:      9347  1.513%  (3.255% of nonspam, 1068317 weighted)
# False negatives:    100667  16.292%  (30.442% of spam, 293773 weighted)
# Average score for spam:  8.5    nonspam: -0.2
# Average for false-pos:   9.9  false-neg: 2.9
# TOTAL:              617879  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34739  96.73%
# Correctly spam:      28614  69.41%
# False positives:      1175  3.27%
# False negatives:     12611  30.59%
# TCR(l=50): 0.577697  SpamRecall: 69.409%  SpamPrec: 96.056%

##### 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: 281987  98.19%
# Correctly spam:      67344  20.37%
# False positives:      5211  1.81%
# False negatives:    263337  79.63%
# TCR(l=50): 0.631207  SpamRecall: 20.365%  SpamPrec: 92.818%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35275  98.22%
# Correctly spam:       8316  20.17%
# False positives:       639  1.78%
# False negatives:     32909  79.83%
# TCR(l=50): 0.635610  SpamRecall: 20.172%  SpamPrec: 92.864%