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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125696  47.548%  (98.806% of non-spam corpus)
# Correctly spam:     117100  44.296%  (85.387% of spam corpus)
# False positives:      1519  0.575%  (1.194% of nonspam, 134223 weighted)
# False negatives:     20041  7.581%  (14.613% of spam,  40272 weighted)
# Average score for spam:  12.5    nonspam: -0.0
# Average for false-pos:   8.2  false-neg: 2.0
# TOTAL:              264356  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15745  98.63%
# Correctly spam:      14612  85.07%
# False positives:       218  1.37%
# False negatives:      2564  14.93%
# TCR(l=50): 1.275698  SpamRecall: 85.072%  SpamPrec: 98.530%

##### 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: 125768  98.86%
# Correctly spam:      81396  59.35%
# False positives:      1447  1.14%
# False negatives:     55745  40.65%
# TCR(l=50): 1.070619  SpamRecall: 59.352%  SpamPrec: 98.253%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15759  98.72%
# Correctly spam:      10159  59.15%
# False positives:       204  1.28%
# False negatives:      7017  40.85%
# TCR(l=50): 0.997619  SpamRecall: 59.146%  SpamPrec: 98.031%