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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 745233  51.777%  (99.705% of non-spam corpus)
# Correctly spam:     508673  35.341%  (73.521% of spam corpus)
# False positives:      2208  0.153%  (0.295% of nonspam,  62392 weighted)
# False negatives:    183199  12.728%  (26.479% of spam, 399219 weighted)
# Average score for spam:  8.6    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1439313  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92822  99.58%
# Correctly spam:      64236  74.44%
# False positives:       394  0.42%
# False negatives:     22052  25.56%
# TCR(l=50): 2.066679  SpamRecall: 74.444%  SpamPrec: 99.390%

##### 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: 734185  98.23%
# Correctly spam:     341886  49.41%
# False positives:     13256  1.77%
# False negatives:    349986  50.59%
# TCR(l=50): 0.683137  SpamRecall: 49.415%  SpamPrec: 96.267%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91516  98.18%
# Correctly spam:      42628  49.40%
# False positives:      1700  1.82%
# False negatives:     43660  50.60%
# TCR(l=50): 0.670667  SpamRecall: 49.402%  SpamPrec: 96.165%