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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145445  11.407%  (98.549% of non-spam corpus)
# Correctly spam:     956712  75.032%  (84.854% of spam corpus)
# False positives:      2141  0.168%  (1.451% of nonspam, 512700 weighted)
# False negatives:    170767  13.393%  (15.146% of spam, 384797 weighted)
# Average score for spam:  7.7    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              1275065  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18228  98.35%
# Correctly spam:     119357  84.84%
# False positives:       305  1.65%
# False negatives:     21322  15.16%
# TCR(l=50): 3.846631  SpamRecall: 84.844%  SpamPrec: 99.745%

##### 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: 146140  99.02%
# Correctly spam:     228438  20.26%
# False positives:      1446  0.98%
# False negatives:    899041  79.74%
# TCR(l=50): 1.160745  SpamRecall: 20.261%  SpamPrec: 99.371%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18361  99.07%
# Correctly spam:      28565  20.31%
# False positives:       172  0.93%
# False negatives:    112114  79.69%
# TCR(l=50): 1.165391  SpamRecall: 20.305%  SpamPrec: 99.401%