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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 744377  45.011%  (99.479% of non-spam corpus)
# Correctly spam:     729131  44.089%  (80.523% of spam corpus)
# False positives:      3896  0.236%  (0.521% of nonspam, 132183 weighted)
# False negatives:    176360  10.664%  (19.477% of spam, 372357 weighted)
# Average score for spam:  8.5    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.1
# TOTAL:              1653764  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92788  99.42%
# Correctly spam:      91082  80.58%
# False positives:       538  0.58%
# False negatives:     21951  19.42%
# TCR(l=50): 2.313832  SpamRecall: 80.580%  SpamPrec: 99.413%

##### 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: 733613  98.04%
# Correctly spam:     539606  59.59%
# False positives:     14660  1.96%
# False negatives:    365885  40.41%
# TCR(l=50): 0.824009  SpamRecall: 59.593%  SpamPrec: 97.355%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91480  98.02%
# Correctly spam:      67271  59.51%
# False positives:      1846  1.98%
# False negatives:     45762  40.49%
# TCR(l=50): 0.818712  SpamRecall: 59.514%  SpamPrec: 97.329%