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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 294252  38.942%  (99.716% of non-spam corpus)
# Correctly spam:     348145  46.074%  (75.596% of spam corpus)
# False positives:       838  0.111%  (0.284% of nonspam,  41494 weighted)
# False negatives:    112387  14.873%  (24.404% of spam, 183514 weighted)
# Average score for spam:  8.6    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 1.6
# TOTAL:              755622  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36721  99.70%
# Correctly spam:      43420  75.64%
# False positives:       111  0.30%
# False negatives:     13987  24.36%
# TCR(l=50): 2.938373  SpamRecall: 75.635%  SpamPrec: 99.745%

##### 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: 285939  96.90%
# Correctly spam:     240401  52.20%
# False positives:      9151  3.10%
# False negatives:    220131  47.80%
# TCR(l=50): 0.679570  SpamRecall: 52.201%  SpamPrec: 96.333%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35681  96.88%
# Correctly spam:      30026  52.30%
# False positives:      1151  3.12%
# False negatives:     27381  47.70%
# TCR(l=50): 0.675925  SpamRecall: 52.304%  SpamPrec: 96.308%