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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145126  45.274%  (99.736% of non-spam corpus)
# Correctly spam:      72361  22.574%  (41.340% of spam corpus)
# False positives:       384  0.120%  (0.264% of nonspam,  26719 weighted)
# False negatives:    102676  32.031%  (58.660% of spam, 263826 weighted)
# Average score for spam:  5.9    nonspam: 0.5
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              320547  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18116  99.28%
# Correctly spam:       8872  40.33%
# False positives:       132  0.72%
# False negatives:     13126  59.67%
# TCR(l=50): 1.115178  SpamRecall: 40.331%  SpamPrec: 98.534%

##### 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: 145300  99.86%
# Correctly spam:      17245  9.85%
# False positives:       210  0.14%
# False negatives:    157792  90.15%
# TCR(l=50): 1.040079  SpamRecall: 9.852%  SpamPrec: 98.797%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18218  99.84%
# Correctly spam:       2213  10.06%
# False positives:        30  0.16%
# False negatives:     19785  89.94%
# TCR(l=50): 1.033498  SpamRecall: 10.060%  SpamPrec: 98.663%