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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143595  11.571%  (99.607% of non-spam corpus)
# Correctly spam:     811442  65.389%  (73.984% of spam corpus)
# False positives:       567  0.046%  (0.393% of nonspam, 276845 weighted)
# False negatives:    285345  22.994%  (26.016% of spam, 879718 weighted)
# Average score for spam:  8.3    nonspam: -0.9
# Average for false-pos:   6.4  false-neg: 3.1
# TOTAL:              1240949  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17991  99.52%
# Correctly spam:     101164  73.93%
# False positives:        86  0.48%
# False negatives:     35666  26.07%
# TCR(l=50): 3.423660  SpamRecall: 73.934%  SpamPrec: 99.915%

##### 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: 143778  99.73%
# Correctly spam:     179374  16.35%
# False positives:       384  0.27%
# False negatives:    917413  83.65%
# TCR(l=50): 1.171014  SpamRecall: 16.354%  SpamPrec: 99.786%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18021  99.69%
# Correctly spam:      22222  16.24%
# False positives:        56  0.31%
# False negatives:    114608  83.76%
# TCR(l=50): 1.165423  SpamRecall: 16.241%  SpamPrec: 99.749%