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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 824707  38.754%  (99.435% of non-spam corpus)
# Correctly spam:     1109143  52.119%  (85.405% of spam corpus)
# False positives:      4687  0.220%  (0.565% of nonspam, 204734 weighted)
# False negatives:    189542  8.907%  (14.595% of spam, 461457 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.4
# TOTAL:              2128079  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 102782  99.42%
# Correctly spam:     138792  85.52%
# False positives:       601  0.58%
# False negatives:     23498  14.48%
# TCR(l=50): 3.030739  SpamRecall: 85.521%  SpamPrec: 99.569%

##### 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: 811896  97.89%
# Correctly spam:     900946  69.37%
# False positives:     17498  2.11%
# False negatives:    397739  30.63%
# TCR(l=50): 1.020466  SpamRecall: 69.374%  SpamPrec: 98.095%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 101184  97.87%
# Correctly spam:     112606  69.39%
# False positives:      2199  2.13%
# False negatives:     49684  30.61%
# TCR(l=50): 1.016638  SpamRecall: 69.386%  SpamPrec: 98.085%