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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 196117  23.420%  (99.750% of non-spam corpus)
# Correctly spam:     171958  20.535%  (26.836% of spam corpus)
# False positives:       491  0.059%  (0.250% of nonspam,  97424 weighted)
# False negatives:    468819  55.986%  (73.164% of spam, 841634 weighted)
# Average score for spam:  4.3    nonspam: -0.1
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              837385  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24503  99.71%
# Correctly spam:      21522  26.91%
# False positives:        72  0.29%
# False negatives:     58441  73.09%
# TCR(l=50): 1.288873  SpamRecall: 26.915%  SpamPrec: 99.667%

##### 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: 196332  99.86%
# Correctly spam:     114978  17.94%
# False positives:       276  0.14%
# False negatives:    525799  82.06%
# TCR(l=50): 1.187506  SpamRecall: 17.944%  SpamPrec: 99.761%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24539  99.85%
# Correctly spam:      14339  17.93%
# False positives:        36  0.15%
# False negatives:     65624  82.07%
# TCR(l=50): 1.185972  SpamRecall: 17.932%  SpamPrec: 99.750%