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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 440615  40.155%  (99.882% of non-spam corpus)
# Correctly spam:     607177  55.334%  (92.535% of spam corpus)
# False positives:       521  0.047%  (0.118% of nonspam,  51944 weighted)
# False negatives:     48979  4.464%  (7.465% of spam, 101874 weighted)
# Average score for spam:  15.6    nonspam: -1.6
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              1097292  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54913  99.84%
# Correctly spam:      75573  92.35%
# False positives:        87  0.16%
# False negatives:      6256  7.65%
# TCR(l=50): 7.715350  SpamRecall: 92.355%  SpamPrec: 99.885%

##### 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: 439276  99.58%
# Correctly spam:     492997  75.13%
# False positives:      1860  0.42%
# False negatives:    163159  24.87%
# TCR(l=50): 2.561518  SpamRecall: 75.134%  SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54758  99.56%
# Correctly spam:      61460  75.11%
# False positives:       242  0.44%
# False negatives:     20369  24.89%
# TCR(l=50): 2.520219  SpamRecall: 75.108%  SpamPrec: 99.608%