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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177058  36.539%  (96.670% of non-spam corpus)
# Correctly spam:     204698  42.243%  (67.912% of spam corpus)
# False positives:      6100  1.259%  (3.330% of nonspam, 313213 weighted)
# False negatives:     96720  19.960%  (32.088% of spam, 230125 weighted)
# Average score for spam:  15.2    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              484576  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22269  96.83%
# Correctly spam:      25781  68.53%
# False positives:       730  3.17%
# False negatives:     11838  31.47%
# TCR(l=50): 0.778249  SpamRecall: 68.532%  SpamPrec: 97.246%

##### 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: 177929  97.15%
# Correctly spam:     129164  42.85%
# False positives:      5229  2.85%
# False negatives:    172254  57.15%
# TCR(l=50): 0.694986  SpamRecall: 42.852%  SpamPrec: 96.109%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22390  97.35%
# Correctly spam:      16152  42.94%
# False positives:       609  2.65%
# False negatives:     21467  57.06%
# TCR(l=50): 0.724599  SpamRecall: 42.936%  SpamPrec: 96.367%