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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173581  15.784%  (95.876% of non-spam corpus)
# Correctly spam:     587269  53.403%  (63.927% of spam corpus)
# False positives:      7466  0.679%  (4.124% of nonspam, 1195448 weighted)
# False negatives:    331383  30.134%  (36.073% of spam, 1082700 weighted)
# Average score for spam:  8.7    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.3
# TOTAL:              1099699  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21722  95.54%
# Correctly spam:      73108  63.78%
# False positives:      1015  4.46%
# False negatives:     41520  36.22%
# TCR(l=50): 1.242311  SpamRecall: 63.778%  SpamPrec: 98.631%

##### 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: 175179  96.76%
# Correctly spam:     113508  12.36%
# False positives:      5868  3.24%
# False negatives:    805144  87.64%
# TCR(l=50): 0.836245  SpamRecall: 12.356%  SpamPrec: 95.084%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22001  96.76%
# Correctly spam:      14108  12.31%
# False positives:       736  3.24%
# False negatives:    100520  87.69%
# TCR(l=50): 0.834751  SpamRecall: 12.308%  SpamPrec: 95.042%