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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145545  24.004%  (99.180% of non-spam corpus)
# Correctly spam:     135960  22.423%  (29.583% of spam corpus)
# False positives:      1203  0.198%  (0.820% of nonspam, 252302 weighted)
# False negatives:    323636  53.375%  (70.417% of spam, 720850 weighted)
# Average score for spam:  4.6    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              606344  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18260  99.14%
# Correctly spam:      17027  29.72%
# False positives:       158  0.86%
# False negatives:     40273  70.28%
# TCR(l=50): 1.189463  SpamRecall: 29.716%  SpamPrec: 99.081%

##### 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: 146173  99.61%
# Correctly spam:      69266  15.07%
# False positives:       575  0.39%
# False negatives:    390330  84.93%
# TCR(l=50): 1.096678  SpamRecall: 15.071%  SpamPrec: 99.177%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18346  99.61%
# Correctly spam:       8539  14.90%
# False positives:        72  0.39%
# False negatives:     48761  85.10%
# TCR(l=50): 1.094326  SpamRecall: 14.902%  SpamPrec: 99.164%