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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 754880  45.284%  (99.497% of non-spam corpus)
# Correctly spam:     756591  45.386%  (83.297% of spam corpus)
# False positives:      3820  0.229%  (0.503% of nonspam, 130576 weighted)
# False negatives:    151714  9.101%  (16.703% of spam, 359603 weighted)
# Average score for spam:  11.9    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.4
# TOTAL:              1667005  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94106  99.46%
# Correctly spam:      94570  83.42%
# False positives:       515  0.54%
# False negatives:     18791  16.58%
# TCR(l=50): 2.545093  SpamRecall: 83.424%  SpamPrec: 99.458%

##### 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: 744239  98.09%
# Correctly spam:     473829  52.17%
# False positives:     14461  1.91%
# False negatives:    434476  47.83%
# TCR(l=50): 0.784695  SpamRecall: 52.166%  SpamPrec: 97.038%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92816  98.09%
# Correctly spam:      59114  52.15%
# False positives:      1805  1.91%
# False negatives:     54247  47.85%
# TCR(l=50): 0.784521  SpamRecall: 52.147%  SpamPrec: 97.037%