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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434735  43.856%  (97.221% of non-spam corpus)
# Correctly spam:     250806  25.301%  (46.093% of spam corpus)
# False positives:     12427  1.254%  (2.779% of nonspam, 447904 weighted)
# False negatives:    293321  29.590%  (53.907% of spam, 672208 weighted)
# Average score for spam:  5.9    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              991289  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54171  97.16%
# Correctly spam:      31281  46.03%
# False positives:      1584  2.84%
# False negatives:     36684  53.97%
# TCR(l=50): 0.586492  SpamRecall: 46.025%  SpamPrec: 95.180%

##### 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: 435342  97.36%
# Correctly spam:     205418  37.75%
# False positives:     11820  2.64%
# False negatives:    338709  62.25%
# TCR(l=50): 0.585266  SpamRecall: 37.752%  SpamPrec: 94.559%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54298  97.39%
# Correctly spam:      25634  37.72%
# False positives:      1457  2.61%
# False negatives:     42331  62.28%
# TCR(l=50): 0.590071  SpamRecall: 37.716%  SpamPrec: 94.622%