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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 525609  48.037%  (99.877% of non-spam corpus)
# Correctly spam:     523100  47.808%  (92.109% of spam corpus)
# False positives:       649  0.059%  (0.123% of nonspam,  47526 weighted)
# False negatives:     44815  4.096%  (7.891% of spam,  95670 weighted)
# Average score for spam:  16.5    nonspam: -2.3
# Average for false-pos:   6.8  false-neg: 2.1
# TOTAL:              1094173  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65632  99.87%
# Correctly spam:      65365  92.22%
# False positives:        83  0.13%
# False negatives:      5518  7.78%
# TCR(l=50): 7.331713  SpamRecall: 92.215%  SpamPrec: 99.873%

##### 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: 524283  99.62%
# Correctly spam:     422368  74.37%
# False positives:      1975  0.38%
# False negatives:    145547  25.63%
# TCR(l=50): 2.324691  SpamRecall: 74.372%  SpamPrec: 99.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65481  99.64%
# Correctly spam:      52670  74.31%
# False positives:       234  0.36%
# False negatives:     18213  25.69%
# TCR(l=50): 2.369639  SpamRecall: 74.306%  SpamPrec: 99.558%