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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 850633  65.197%  (99.710% of non-spam corpus)
# Correctly spam:     345804  26.504%  (76.574% of spam corpus)
# False positives:      2475  0.190%  (0.290% of nonspam,  47373 weighted)
# False negatives:    105791  8.108%  (23.426% of spam, 243822 weighted)
# Average score for spam:  10.7    nonspam: 0.5
# Average for false-pos:   7.2  false-neg: 2.3
# TOTAL:              1304703  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106114  99.73%
# Correctly spam:      43345  76.98%
# False positives:       292  0.27%
# False negatives:     12965  23.02%
# TCR(l=50): 2.042808  SpamRecall: 76.976%  SpamPrec: 99.331%

##### 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: 843620  98.89%
# Correctly spam:     204267  45.23%
# False positives:      9488  1.11%
# False negatives:    247328  54.77%
# TCR(l=50): 0.625714  SpamRecall: 45.232%  SpamPrec: 95.561%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105279  98.94%
# Correctly spam:      25418  45.14%
# False positives:      1127  1.06%
# False negatives:     30892  54.86%
# TCR(l=50): 0.645446  SpamRecall: 45.139%  SpamPrec: 95.754%