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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200090  38.178%  (97.799% of non-spam corpus)
# Correctly spam:     254006  48.466%  (79.502% of spam corpus)
# False positives:      4504  0.859%  (2.201% of nonspam, 646553 weighted)
# False negatives:     65491  12.496%  (20.498% of spam, 167712 weighted)
# Average score for spam:  10.6    nonspam: -0.4
# Average for false-pos:   9.2  false-neg: 2.6
# TOTAL:              524091  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24998  97.67%
# Correctly spam:      31766  79.82%
# False positives:       596  2.33%
# False negatives:      8029  20.18%
# TCR(l=50): 1.051971  SpamRecall: 79.824%  SpamPrec: 98.158%

##### 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: 201605  98.54%
# Correctly spam:      96092  30.08%
# False positives:      2989  1.46%
# False negatives:    223405  69.92%
# TCR(l=50): 0.856893  SpamRecall: 30.076%  SpamPrec: 96.983%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25223  98.55%
# Correctly spam:      12066  30.32%
# False positives:       371  1.45%
# False negatives:     27729  69.68%
# TCR(l=50): 0.859893  SpamRecall: 30.320%  SpamPrec: 97.017%