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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266739  32.012%  (99.107% of non-spam corpus)
# Correctly spam:     470548  56.471%  (83.415% of spam corpus)
# False positives:      2404  0.289%  (0.893% of nonspam, 317938 weighted)
# False negatives:     93560  11.228%  (16.585% of spam, 197563 weighted)
# Average score for spam:  14.1    nonspam: -1.5
# Average for false-pos:   6.3  false-neg: 2.1
# TOTAL:              833251  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33341  99.10%
# Correctly spam:      58870  83.58%
# False positives:       303  0.90%
# False negatives:     11569  16.42%
# TCR(l=50): 2.636289  SpamRecall: 83.576%  SpamPrec: 99.488%

##### 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: 265533  98.66%
# Correctly spam:     308762  54.73%
# False positives:      3610  1.34%
# False negatives:    255346  45.27%
# TCR(l=50): 1.294283  SpamRecall: 54.735%  SpamPrec: 98.844%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33187  98.64%
# Correctly spam:      38409  54.53%
# False positives:       457  1.36%
# False negatives:     32030  45.47%
# TCR(l=50): 1.283509  SpamRecall: 54.528%  SpamPrec: 98.824%