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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153137  48.491%  (95.748% of non-spam corpus)
# Correctly spam:      94981  30.076%  (60.936% of spam corpus)
# False positives:      6801  2.154%  (4.252% of nonspam, 207566 weighted)
# False negatives:     60889  19.280%  (39.064% of spam, 156850 weighted)
# Average score for spam:  12.9    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              315808  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19241  95.49%
# Correctly spam:      11973  61.09%
# False positives:       908  4.51%
# False negatives:      7626  38.91%
# TCR(l=50): 0.369611  SpamRecall: 61.090%  SpamPrec: 92.951%

##### 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: 154185  96.40%
# Correctly spam:      57041  36.60%
# False positives:      5753  3.60%
# False negatives:     98829  63.40%
# TCR(l=50): 0.403308  SpamRecall: 36.595%  SpamPrec: 90.838%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19390  96.23%
# Correctly spam:       7219  36.83%
# False positives:       759  3.77%
# False negatives:     12380  63.17%
# TCR(l=50): 0.389410  SpamRecall: 36.834%  SpamPrec: 90.486%