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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 594092  48.455%  (99.880% of non-spam corpus)
# Correctly spam:     589652  48.093%  (93.407% of spam corpus)
# False positives:       714  0.058%  (0.120% of nonspam,  48085 weighted)
# False negatives:     41619  3.394%  (6.593% of spam,  75239 weighted)
# Average score for spam:  16.8    nonspam: -2.3
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              1226077  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  74201  99.87%
# Correctly spam:      73486  93.27%
# False positives:        98  0.13%
# False negatives:      5306  6.73%
# TCR(l=50): 7.720165  SpamRecall: 93.266%  SpamPrec: 99.867%

##### 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: 592137  99.55%
# Correctly spam:     424542  67.25%
# False positives:      2669  0.45%
# False negatives:    206729  32.75%
# TCR(l=50): 1.855702  SpamRecall: 67.252%  SpamPrec: 99.375%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  73962  99.55%
# Correctly spam:      53096  67.39%
# False positives:       337  0.45%
# False negatives:     25696  32.61%
# TCR(l=50): 1.851925  SpamRecall: 67.388%  SpamPrec: 99.369%