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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172074  49.362%  (94.655% of non-spam corpus)
# Correctly spam:      61819  17.734%  (37.060% of spam corpus)
# False positives:      9716  2.787%  (5.345% of nonspam, 273586 weighted)
# False negatives:    104989  30.117%  (62.940% of spam, 233163 weighted)
# Average score for spam:  5.4    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              348598  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21576  94.50%
# Correctly spam:       7936  37.78%
# False positives:      1255  5.50%
# False negatives:     13070  62.22%
# TCR(l=50): 0.277051  SpamRecall: 37.780%  SpamPrec: 86.345%

##### 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: 172745  95.02%
# Correctly spam:      31087  18.64%
# False positives:      9045  4.98%
# False negatives:    135721  81.36%
# TCR(l=50): 0.283701  SpamRecall: 18.636%  SpamPrec: 77.462%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21695  95.02%
# Correctly spam:       3965  18.88%
# False positives:      1136  4.98%
# False negatives:     17041  81.12%
# TCR(l=50): 0.284476  SpamRecall: 18.876%  SpamPrec: 77.730%