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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 218449  28.957%  (98.734% of non-spam corpus)
# Correctly spam:     187477  24.851%  (35.164% of spam corpus)
# False positives:      2802  0.371%  (1.266% of nonspam, 188088 weighted)
# False negatives:    345673  45.821%  (64.836% of spam, 720086 weighted)
# Average score for spam:  4.3    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.1
# TOTAL:              754401  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27231  98.40%
# Correctly spam:      23315  35.01%
# False positives:       443  1.60%
# False negatives:     43275  64.99%
# TCR(l=50): 1.017807  SpamRecall: 35.013%  SpamPrec: 98.135%

##### 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: 216621  97.91%
# Correctly spam:      82911  15.55%
# False positives:      4630  2.09%
# False negatives:    450239  84.45%
# TCR(l=50): 0.782044  SpamRecall: 15.551%  SpamPrec: 94.711%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27082  97.86%
# Correctly spam:      10330  15.51%
# False positives:       592  2.14%
# False negatives:     56260  84.49%
# TCR(l=50): 0.775565  SpamRecall: 15.513%  SpamPrec: 94.580%
