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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142273  40.014%  (97.964% of non-spam corpus)
# Correctly spam:     115693  32.539%  (55.007% of spam corpus)
# False positives:      2957  0.832%  (2.036% of nonspam, 129255 weighted)
# False negatives:     94633  26.615%  (44.993% of spam, 337711 weighted)
# Average score for spam:  9.7    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.6
# TOTAL:              355556  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17801  97.78%
# Correctly spam:      14469  54.97%
# False positives:       405  2.22%
# False negatives:     11851  45.03%
# TCR(l=50): 0.819912  SpamRecall: 54.973%  SpamPrec: 97.277%

##### 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: 141795  97.63%
# Correctly spam:      88604  42.13%
# False positives:      3435  2.37%
# False negatives:    121722  57.87%
# TCR(l=50): 0.716682  SpamRecall: 42.127%  SpamPrec: 96.268%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17741  97.45%
# Correctly spam:      11177  42.47%
# False positives:       465  2.55%
# False negatives:     15143  57.53%
# TCR(l=50): 0.685542  SpamRecall: 42.466%  SpamPrec: 96.006%