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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156874  50.592%  (99.563% of non-spam corpus)
# Correctly spam:     117122  37.772%  (76.795% of spam corpus)
# False positives:       688  0.222%  (0.437% of nonspam,  42862 weighted)
# False negatives:     35391  11.414%  (23.205% of spam,  77523 weighted)
# Average score for spam:  12.1    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              310075  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19763  99.65%
# Correctly spam:      14739  76.88%
# False positives:        69  0.35%
# False negatives:      4432  23.12%
# TCR(l=50): 2.432251  SpamRecall: 76.882%  SpamPrec: 99.534%

##### 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: 157297  99.83%
# Correctly spam:      91625  60.08%
# False positives:       265  0.17%
# False negatives:     60888  39.92%
# TCR(l=50): 2.057150  SpamRecall: 60.077%  SpamPrec: 99.712%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19801  99.84%
# Correctly spam:      11478  59.87%
# False positives:        31  0.16%
# False negatives:      7693  40.13%
# TCR(l=50): 2.074110  SpamRecall: 59.872%  SpamPrec: 99.731%