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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 170540  13.069%  (99.165% of non-spam corpus)
# Correctly spam:     985641  75.534%  (87.000% of spam corpus)
# False positives:      1436  0.110%  (0.835% of nonspam, 260880 weighted)
# False negatives:    147285  11.287%  (13.000% of spam, 337684 weighted)
# Average score for spam:  10.8    nonspam: 0.8
# Average for false-pos:   5.5  false-neg: 2.3
# TOTAL:              1304902  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21463  99.13%
# Correctly spam:     123098  87.07%
# False positives:       189  0.87%
# False negatives:     18288  12.93%
# TCR(l=50): 5.097195  SpamRecall: 87.065%  SpamPrec: 99.847%

##### 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: 164141  95.44%
# Correctly spam:     420218  37.09%
# False positives:      7835  4.56%
# False negatives:    712708  62.91%
# TCR(l=50): 1.025776  SpamRecall: 37.091%  SpamPrec: 98.170%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20653  95.39%
# Correctly spam:      52626  37.22%
# False positives:       999  4.61%
# False negatives:     88760  62.78%
# TCR(l=50): 1.019292  SpamRecall: 37.222%  SpamPrec: 98.137%