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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 362267  46.975%  (99.614% of non-spam corpus)
# Correctly spam:     236509  30.668%  (58.037% of spam corpus)
# False positives:      1404  0.182%  (0.386% of nonspam,  99229 weighted)
# False negatives:    171004  22.174%  (41.963% of spam, 320043 weighted)
# Average score for spam:  8.2    nonspam: -0.1
# Average for false-pos:   6.3  false-neg: 1.9
# TOTAL:              771184  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45151  99.60%
# Correctly spam:      29536  58.12%
# False positives:       182  0.40%
# False negatives:     21285  41.88%
# TCR(l=50): 1.672569  SpamRecall: 58.118%  SpamPrec: 99.388%

##### 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: 362098  99.57%
# Correctly spam:     122099  29.96%
# False positives:      1573  0.43%
# False negatives:    285414  70.04%
# TCR(l=50): 1.119344  SpamRecall: 29.962%  SpamPrec: 98.728%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45136  99.57%
# Correctly spam:      15236  29.98%
# False positives:       197  0.43%
# False negatives:     35585  70.02%
# TCR(l=50): 1.118543  SpamRecall: 29.980%  SpamPrec: 98.724%