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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 330919  48.205%  (99.671% of non-spam corpus)
# Correctly spam:     320364  46.667%  (90.377% of spam corpus)
# False positives:      1091  0.159%  (0.329% of nonspam,  78975 weighted)
# False negatives:     34111  4.969%  (9.623% of spam,  63539 weighted)
# Average score for spam:  18.2    nonspam: -0.7
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              686485  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41216  99.63%
# Correctly spam:      39895  90.31%
# False positives:       155  0.37%
# False negatives:      4282  9.69%
# TCR(l=50): 3.671626  SpamRecall: 90.307%  SpamPrec: 99.613%

##### 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: 331090  99.72%
# Correctly spam:     274565  77.46%
# False positives:       920  0.28%
# False negatives:     79910  22.54%
# TCR(l=50): 2.815305  SpamRecall: 77.457%  SpamPrec: 99.666%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41239  99.68%
# Correctly spam:      34161  77.33%
# False positives:       132  0.32%
# False negatives:     10016  22.67%
# TCR(l=50): 2.658702  SpamRecall: 77.328%  SpamPrec: 99.615%