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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148804  14.125%  (92.809% of non-spam corpus)
# Correctly spam:     668093  63.419%  (74.804% of spam corpus)
# False positives:     11530  1.094%  (7.191% of nonspam, 1700257 weighted)
# False negatives:    225026  21.361%  (25.196% of spam, 328682 weighted)
# Average score for spam:  7.6    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 1.5
# TOTAL:              1053453  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18694  92.51%
# Correctly spam:      83602  74.97%
# False positives:      1513  7.49%
# False negatives:     27914  25.03%
# TCR(l=50): 1.076783  SpamRecall: 74.969%  SpamPrec: 98.222%

##### 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: 158630  98.94%
# Correctly spam:     191559  21.45%
# False positives:      1704  1.06%
# False negatives:    701560  78.55%
# TCR(l=50): 1.135186  SpamRecall: 21.448%  SpamPrec: 99.118%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20006  99.01%
# Correctly spam:      24230  21.73%
# False positives:       201  0.99%
# False negatives:     87286  78.27%
# TCR(l=50): 1.145681  SpamRecall: 21.728%  SpamPrec: 99.177%
