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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 844778  42.024%  (99.279% of non-spam corpus)
# Correctly spam:     1051114  52.288%  (90.666% of spam corpus)
# False positives:      6134  0.305%  (0.721% of nonspam, 582350 weighted)
# False negatives:    108215  5.383%  (9.334% of spam, 238248 weighted)
# Average score for spam:  15.4    nonspam: -2.5
# Average for false-pos:   7.0  false-neg: 2.2
# TOTAL:              2010241  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105344  99.29%
# Correctly spam:     131303  90.74%
# False positives:       753  0.71%
# False negatives:     13406  9.26%
# TCR(l=50): 2.834319  SpamRecall: 90.736%  SpamPrec: 99.430%

##### 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:     822955  70.99%
# False positives:      5221  0.61%
# False negatives:    336374  29.01%
# TCR(l=50): 1.940546  SpamRecall: 70.985%  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:     102884  71.10%
# False positives:       667  0.63%
# False negatives:     41825  28.90%
# TCR(l=50): 1.924962  SpamRecall: 71.097%  SpamPrec: 99.356%