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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167751  15.441%  (93.515% of non-spam corpus)
# Correctly spam:     664727  61.187%  (73.288% of spam corpus)
# False positives:     11633  1.071%  (6.485% of nonspam, 1575001 weighted)
# False negatives:    242275  22.301%  (26.712% of spam, 344290 weighted)
# Average score for spam:  7.5    nonspam: 0.7
# Average for false-pos:   5.4  false-neg: 1.4
# TOTAL:              1086386  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21092  93.62%
# Correctly spam:      83411  73.68%
# False positives:      1437  6.38%
# False negatives:     29793  26.32%
# TCR(l=50): 1.113741  SpamRecall: 73.682%  SpamPrec: 98.306%

##### 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: 177248  98.81%
# Correctly spam:     241842  26.66%
# False positives:      2136  1.19%
# False negatives:    665160  73.34%
# TCR(l=50): 1.174934  SpamRecall: 26.664%  SpamPrec: 99.125%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22230  98.67%
# Correctly spam:      30161  26.64%
# False positives:       299  1.33%
# False negatives:     83043  73.36%
# TCR(l=50): 1.155225  SpamRecall: 26.643%  SpamPrec: 99.018%
