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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160075  36.490%  (98.074% of non-spam corpus)
# Correctly spam:     249879  56.961%  (90.712% of spam corpus)
# False positives:      3144  0.717%  (1.926% of nonspam, 181262 weighted)
# False negatives:     25586  5.832%  (9.288% of spam,  60046 weighted)
# Average score for spam:  12.7    nonspam: 0.0
# Average for false-pos:   6.8  false-neg: 2.3
# TOTAL:              438684  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20200  98.16%
# Correctly spam:      31213  90.60%
# False positives:       379  1.84%
# False negatives:      3239  9.40%
# TCR(l=50): 1.552661  SpamRecall: 90.599%  SpamPrec: 98.800%

##### 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: 161218  98.77%
# Correctly spam:     184094  66.83%
# False positives:      2001  1.23%
# False negatives:     91371  33.17%
# TCR(l=50): 1.439053  SpamRecall: 66.830%  SpamPrec: 98.925%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20313  98.71%
# Correctly spam:      22913  66.51%
# False positives:       266  1.29%
# False negatives:     11539  33.49%
# TCR(l=50): 1.387012  SpamRecall: 66.507%  SpamPrec: 98.852%