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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 352986  55.304%  (99.402% of non-spam corpus)
# Correctly spam:     201351  31.547%  (71.109% of spam corpus)
# False positives:      2122  0.332%  (0.598% of nonspam,  97059 weighted)
# False negatives:     81807  12.817%  (28.891% of spam, 161027 weighted)
# Average score for spam:  8.7    nonspam: 0.4
# Average for false-pos:   5.7  false-neg: 2.0
# TOTAL:              638266  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43983  99.35%
# Correctly spam:      25246  71.28%
# False positives:       287  0.65%
# False negatives:     10170  28.72%
# TCR(l=50): 1.444372  SpamRecall: 71.284%  SpamPrec: 98.876%

##### 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: 353789  99.63%
# Correctly spam:     109597  38.71%
# False positives:      1319  0.37%
# False negatives:    173561  61.29%
# TCR(l=50): 1.182234  SpamRecall: 38.705%  SpamPrec: 98.811%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44097  99.61%
# Correctly spam:      13570  38.32%
# False positives:       173  0.39%
# False negatives:     21846  61.68%
# TCR(l=50): 1.161333  SpamRecall: 38.316%  SpamPrec: 98.741%