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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 256145  49.636%  (96.403% of non-spam corpus)
# Correctly spam:      67619  13.103%  (27.011% of spam corpus)
# False positives:      9557  1.852%  (3.597% of nonspam, 265251 weighted)
# False negatives:    182721  35.408%  (72.989% of spam, 431490 weighted)
# Average score for spam:  4.0    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              516042  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32016  96.33%
# Correctly spam:       8493  27.20%
# False positives:      1219  3.67%
# False negatives:     22733  72.80%
# TCR(l=50): 0.373146  SpamRecall: 27.198%  SpamPrec: 87.449%

##### 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: 256190  96.42%
# Correctly spam:      44170  17.64%
# False positives:      9512  3.58%
# False negatives:    206170  82.36%
# TCR(l=50): 0.367191  SpamRecall: 17.644%  SpamPrec: 82.281%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32083  96.53%
# Correctly spam:       5442  17.43%
# False positives:      1152  3.47%
# False negatives:     25784  82.57%
# TCR(l=50): 0.374484  SpamRecall: 17.428%  SpamPrec: 82.530%