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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 336416  67.451%  (94.556% of non-spam corpus)
# Correctly spam:      58577  11.745%  (40.971% of spam corpus)
# False positives:     19368  3.883%  (5.444% of nonspam, 227100 weighted)
# False negatives:     84394  16.921%  (59.029% of spam, 179818 weighted)
# Average score for spam:  4.9    nonspam: 1.6
# Average for false-pos:   5.8  false-neg: 2.1
# TOTAL:              498755  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41738  94.10%
# Correctly spam:       7366  41.05%
# False positives:      2616  5.90%
# False negatives:     10576  58.95%
# TCR(l=50): 0.126910  SpamRecall: 41.055%  SpamPrec: 73.793%

##### 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: 336841  94.68%
# Correctly spam:      48342  33.81%
# False positives:     18943  5.32%
# False negatives:     94629  66.19%
# TCR(l=50): 0.137237  SpamRecall: 33.812%  SpamPrec: 71.847%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41901  94.47%
# Correctly spam:       6009  33.49%
# False positives:      2453  5.53%
# False negatives:     11933  66.51%
# TCR(l=50): 0.133316  SpamRecall: 33.491%  SpamPrec: 71.012%