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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 292309  38.766%  (99.584% of non-spam corpus)
# Correctly spam:     338305  44.865%  (73.463% of spam corpus)
# False positives:      1221  0.162%  (0.416% of nonspam,  68315 weighted)
# False negatives:    122208  16.207%  (26.537% of spam, 231085 weighted)
# Average score for spam:  8.2    nonspam: 0.5
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              754043  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36498  99.59%
# Correctly spam:      43320  75.47%
# False positives:       149  0.41%
# False negatives:     14084  24.53%
# TCR(l=50): 2.665738  SpamRecall: 75.465%  SpamPrec: 99.657%

##### 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: 283613  96.62%
# Correctly spam:     241185  52.37%
# False positives:      9917  3.38%
# False negatives:    219328  47.63%
# TCR(l=50): 0.643914  SpamRecall: 52.373%  SpamPrec: 96.051%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35441  96.71%
# Correctly spam:      30170  52.56%
# False positives:      1206  3.29%
# False negatives:     27234  47.44%
# TCR(l=50): 0.655791  SpamRecall: 52.557%  SpamPrec: 96.156%