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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173217  38.539%  (96.706% of non-spam corpus)
# Correctly spam:     166501  37.045%  (61.589% of spam corpus)
# False positives:      5901  1.313%  (3.294% of nonspam, 269478 weighted)
# False negatives:    103840  23.103%  (38.411% of spam, 195772 weighted)
# Average score for spam:  7.3    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              449459  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21726  96.55%
# Correctly spam:      20896  61.83%
# False positives:       777  3.45%
# False negatives:     12902  38.17%
# TCR(l=50): 0.653076  SpamRecall: 61.826%  SpamPrec: 96.415%

##### 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: 173622  96.93%
# Correctly spam:      44793  16.57%
# False positives:      5496  3.07%
# False negatives:    225548  83.43%
# TCR(l=50): 0.540306  SpamRecall: 16.569%  SpamPrec: 89.071%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21807  96.91%
# Correctly spam:       5719  16.92%
# False positives:       696  3.09%
# False negatives:     28079  83.08%
# TCR(l=50): 0.537509  SpamRecall: 16.921%  SpamPrec: 89.150%