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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 191475  29.955%  (99.611% of non-spam corpus)
# Correctly spam:     381138  59.627%  (85.270% of spam corpus)
# False positives:       748  0.117%  (0.389% of nonspam, 124414 weighted)
# False negatives:     65838  10.300%  (14.730% of spam, 105702 weighted)
# Average score for spam:  15.9    nonspam: -0.6
# Average for false-pos:   7.2  false-neg: 1.6
# TOTAL:              639199  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24014  99.59%
# Correctly spam:      47683  85.56%
# False positives:        99  0.41%
# False negatives:      8045  14.44%
# TCR(l=50): 4.288419  SpamRecall: 85.564%  SpamPrec: 99.793%

##### 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: 189733  98.70%
# Correctly spam:     277614  62.11%
# False positives:      2490  1.30%
# False negatives:    169362  37.89%
# TCR(l=50): 1.521040  SpamRecall: 62.109%  SpamPrec: 99.111%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23832  98.83%
# Correctly spam:      34620  62.12%
# False positives:       281  1.17%
# False negatives:     21108  37.88%
# TCR(l=50): 1.585073  SpamRecall: 62.123%  SpamPrec: 99.195%