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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 334491  53.826%  (96.088% of non-spam corpus)
# Correctly spam:     102092  16.429%  (37.352% of spam corpus)
# False positives:     13619  2.192%  (3.912% of nonspam, 317826 weighted)
# False negatives:    171229  27.554%  (62.648% of spam, 375985 weighted)
# Average score for spam:  4.8    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              621431  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41601  95.85%
# Correctly spam:      12711  37.20%
# False positives:      1800  4.15%
# False negatives:     21456  62.80%
# TCR(l=50): 0.306551  SpamRecall: 37.203%  SpamPrec: 87.596%

##### 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: 335189  96.29%
# Correctly spam:      68441  25.04%
# False positives:     12921  3.71%
# False negatives:    204880  74.96%
# TCR(l=50): 0.321203  SpamRecall: 25.041%  SpamPrec: 84.119%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41723  96.13%
# Correctly spam:       8511  24.91%
# False positives:      1678  3.87%
# False negatives:     25656  75.09%
# TCR(l=50): 0.311868  SpamRecall: 24.910%  SpamPrec: 83.531%