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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 282570  23.075%  (95.928% of non-spam corpus)
# Correctly spam:     790771  64.575%  (85.028% of spam corpus)
# False positives:     11996  0.980%  (4.072% of nonspam, 1105231 weighted)
# False negatives:    139242  11.371%  (14.972% of spam, 384827 weighted)
# Average score for spam:  10.4    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              1224579  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35033  95.27%
# Correctly spam:     100144  86.27%
# False positives:      1738  4.73%
# False negatives:     15935  13.73%
# TCR(l=50): 1.128789  SpamRecall: 86.272%  SpamPrec: 98.294%

##### 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: 282276  95.83%
# Correctly spam:     577952  62.14%
# False positives:     12290  4.17%
# False negatives:    352061  37.86%
# TCR(l=50): 0.962188  SpamRecall: 62.145%  SpamPrec: 97.918%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35199  95.72%
# Correctly spam:      72305  62.29%
# False positives:      1572  4.28%
# False negatives:     43774  37.71%
# TCR(l=50): 0.948559  SpamRecall: 62.289%  SpamPrec: 97.872%