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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159432  34.312%  (99.719% of non-spam corpus)
# Correctly spam:     263214  56.647%  (86.364% of spam corpus)
# False positives:       449  0.097%  (0.281% of nonspam,  58578 weighted)
# False negatives:     41560  8.944%  (13.636% of spam, 116145 weighted)
# Average score for spam:  11.0    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.8
# TOTAL:              464655  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20090  99.73%
# Correctly spam:      32808  86.28%
# False positives:        55  0.27%
# False negatives:      5216  13.72%
# TCR(l=50): 4.773286  SpamRecall: 86.282%  SpamPrec: 99.833%

##### 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: 159621  99.84%
# Correctly spam:     127610  41.87%
# False positives:       260  0.16%
# False negatives:    177164  58.13%
# TCR(l=50): 1.602690  SpamRecall: 41.870%  SpamPrec: 99.797%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20113  99.84%
# Correctly spam:      15866  41.73%
# False positives:        32  0.16%
# False negatives:     22158  58.27%
# TCR(l=50): 1.600471  SpamRecall: 41.726%  SpamPrec: 99.799%