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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129287  17.388%  (99.500% of non-spam corpus)
# Correctly spam:     474513  63.817%  (77.330% of spam corpus)
# False positives:       650  0.087%  (0.500% of nonspam, 185154 weighted)
# False negatives:    139104  18.708%  (22.670% of spam, 209822 weighted)
# Average score for spam:  7.6    nonspam: -0.8
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              743554  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16219  99.48%
# Correctly spam:      59338  77.42%
# False positives:        85  0.52%
# False negatives:     17309  22.58%
# TCR(l=50): 3.555221  SpamRecall: 77.417%  SpamPrec: 99.857%

##### 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: 129615  99.75%
# Correctly spam:     136455  22.24%
# False positives:       322  0.25%
# False negatives:    477162  77.76%
# TCR(l=50): 1.243998  SpamRecall: 22.238%  SpamPrec: 99.765%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16259  99.72%
# Correctly spam:      17161  22.39%
# False positives:        45  0.28%
# False negatives:     59486  77.61%
# TCR(l=50): 1.241528  SpamRecall: 22.390%  SpamPrec: 99.738%