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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 229311  36.447%  (98.393% of non-spam corpus)
# Correctly spam:     247362  39.316%  (62.449% of spam corpus)
# False positives:      3746  0.595%  (1.607% of nonspam, 191405 weighted)
# False negatives:    148738  23.641%  (37.551% of spam, 363170 weighted)
# Average score for spam:  6.5    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              629157  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28721  98.35%
# Correctly spam:      31113  62.97%
# False positives:       481  1.65%
# False negatives:     18299  37.03%
# TCR(l=50): 1.166781  SpamRecall: 62.966%  SpamPrec: 98.478%

##### 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: 225094  96.58%
# Correctly spam:     127505  32.19%
# False positives:      7963  3.42%
# False negatives:    268595  67.81%
# TCR(l=50): 0.594080  SpamRecall: 32.190%  SpamPrec: 94.122%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28224  96.65%
# Correctly spam:      15947  32.27%
# False positives:       978  3.35%
# False negatives:     33465  67.73%
# TCR(l=50): 0.599915  SpamRecall: 32.274%  SpamPrec: 94.222%
