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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 852239  40.668%  (99.648% of non-spam corpus)
# Correctly spam:     1045241  49.877%  (84.268% of spam corpus)
# False positives:      3014  0.144%  (0.352% of nonspam, 127357 weighted)
# False negatives:    195131  9.311%  (15.732% of spam, 466547 weighted)
# Average score for spam:  9.3    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              2095625  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106256  99.60%
# Correctly spam:     131263  84.70%
# False positives:       431  0.40%
# False negatives:     23708  15.30%
# TCR(l=50): 3.424168  SpamRecall: 84.702%  SpamPrec: 99.673%

##### 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: 837058  97.87%
# Correctly spam:     841705  67.86%
# False positives:     18195  2.13%
# False negatives:    398667  32.14%
# TCR(l=50): 0.947994  SpamRecall: 67.859%  SpamPrec: 97.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104380  97.84%
# Correctly spam:     105294  67.94%
# False positives:      2307  2.16%
# False negatives:     49677  32.06%
# TCR(l=50): 0.939065  SpamRecall: 67.944%  SpamPrec: 97.856%