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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195542  16.269%  (99.225% of non-spam corpus)
# Correctly spam:     746761  62.131%  (74.316% of spam corpus)
# False positives:      1528  0.127%  (0.775% of nonspam, 530700 weighted)
# False negatives:    258088  21.473%  (25.684% of spam, 333241 weighted)
# Average score for spam:  10.2    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 1.3
# TOTAL:              1201919  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24441  99.22%
# Correctly spam:      93394  74.45%
# False positives:       193  0.78%
# False negatives:     32055  25.55%
# TCR(l=50): 3.008009  SpamRecall: 74.448%  SpamPrec: 99.794%

##### 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: 195828  99.37%
# Correctly spam:     503670  50.12%
# False positives:      1242  0.63%
# False negatives:    501179  49.88%
# TCR(l=50): 1.783928  SpamRecall: 50.124%  SpamPrec: 99.754%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24492  99.42%
# Correctly spam:      62862  50.11%
# False positives:       142  0.58%
# False negatives:     62587  49.89%
# TCR(l=50): 1.800178  SpamRecall: 50.110%  SpamPrec: 99.775%