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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 383309  21.575%  (97.342% of non-spam corpus)
# Correctly spam:     862197  48.529%  (62.348% of spam corpus)
# False positives:     10465  0.589%  (2.658% of nonspam, 3021581 weighted)
# False negatives:    520688  29.307%  (37.652% of spam, 1706007 weighted)
# Average score for spam:  8.5    nonspam: -1.9
# Average for false-pos:   8.2  false-neg: 3.3
# TOTAL:              1776659  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47815  97.32%
# Correctly spam:     107915  62.44%
# False positives:      1317  2.68%
# False negatives:     64924  37.56%
# TCR(l=50): 1.321662  SpamRecall: 62.437%  SpamPrec: 98.794%

##### 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: 389553  98.93%
# Correctly spam:     608748  44.02%
# False positives:      4221  1.07%
# False negatives:    774137  55.98%
# TCR(l=50): 1.403678  SpamRecall: 44.020%  SpamPrec: 99.311%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48579  98.87%
# Correctly spam:      76186  44.08%
# False positives:       553  1.13%
# False negatives:     96653  55.92%
# TCR(l=50): 1.390465  SpamRecall: 44.079%  SpamPrec: 99.279%