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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 621657  50.942%  (99.560% of non-spam corpus)
# Correctly spam:     457619  37.499%  (76.791% of spam corpus)
# False positives:      2749  0.225%  (0.440% of nonspam,  76402 weighted)
# False negatives:    138310  11.334%  (23.209% of spam, 280211 weighted)
# Average score for spam:  9.9    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              1220335  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77607  99.53%
# Correctly spam:      57011  76.59%
# False positives:       368  0.47%
# False negatives:     17430  23.41%
# TCR(l=50): 2.077617  SpamRecall: 76.585%  SpamPrec: 99.359%

##### 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: 611351  97.91%
# Correctly spam:     222532  37.34%
# False positives:     13055  2.09%
# False negatives:    373397  62.66%
# TCR(l=50): 0.580744  SpamRecall: 37.342%  SpamPrec: 94.459%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  76341  97.90%
# Correctly spam:      27733  37.26%
# False positives:      1634  2.10%
# False negatives:     46708  62.74%
# TCR(l=50): 0.579722  SpamRecall: 37.255%  SpamPrec: 94.436%