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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147707  26.038%  (96.682% of non-spam corpus)
# Correctly spam:     228002  40.193%  (55.007% of spam corpus)
# False positives:      5069  0.894%  (3.318% of nonspam, 417603 weighted)
# False negatives:    186494  32.876%  (44.993% of spam, 531883 weighted)
# Average score for spam:  11.9    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              567272  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18573  96.67%
# Correctly spam:      28594  55.36%
# False positives:       640  3.33%
# False negatives:     23056  44.64%
# TCR(l=50): 0.938136  SpamRecall: 55.361%  SpamPrec: 97.811%

##### 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: 147422  96.50%
# Correctly spam:     188989  45.59%
# False positives:      5354  3.50%
# False negatives:    225507  54.41%
# TCR(l=50): 0.840410  SpamRecall: 45.595%  SpamPrec: 97.245%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18582  96.72%
# Correctly spam:      23619  45.73%
# False positives:       631  3.28%
# False negatives:     28031  54.27%
# TCR(l=50): 0.866887  SpamRecall: 45.729%  SpamPrec: 97.398%