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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 865744  66.889%  (99.735% of non-spam corpus)
# Correctly spam:     362801  28.031%  (85.112% of spam corpus)
# False positives:      2299  0.178%  (0.265% of nonspam,  79551 weighted)
# False negatives:     63462  4.903%  (14.888% of spam, 111361 weighted)
# Average score for spam:  15.5    nonspam: -1.1
# Average for false-pos:   7.0  false-neg: 1.8
# TOTAL:              1294306  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 108027  99.71%
# Correctly spam:      45194  85.07%
# False positives:       317  0.29%
# False negatives:      7933  14.93%
# TCR(l=50): 2.233822  SpamRecall: 85.068%  SpamPrec: 99.303%

##### 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: 865239  99.68%
# Correctly spam:     269766  63.29%
# False positives:      2804  0.32%
# False negatives:    156497  36.71%
# TCR(l=50): 1.436695  SpamRecall: 63.286%  SpamPrec: 98.971%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 107983  99.67%
# Correctly spam:      33525  63.10%
# False positives:       361  0.33%
# False negatives:     19602  36.90%
# TCR(l=50): 1.411001  SpamRecall: 63.104%  SpamPrec: 98.935%