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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162629  27.992%  (94.421% of non-spam corpus)
# Correctly spam:     193270  33.266%  (47.283% of spam corpus)
# False positives:      9610  1.654%  (5.579% of nonspam, 692315 weighted)
# False negatives:    215478  37.088%  (52.717% of spam, 715157 weighted)
# Average score for spam:  6.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 3.3
# TOTAL:              580987  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20454  94.33%
# Correctly spam:      24153  47.40%
# False positives:      1229  5.67%
# False negatives:     26807  52.60%
# TCR(l=50): 0.577405  SpamRecall: 47.396%  SpamPrec: 95.158%

##### 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: 162853  94.55%
# Correctly spam:     174556  42.71%
# False positives:      9386  5.45%
# False negatives:    234192  57.29%
# TCR(l=50): 0.581027  SpamRecall: 42.705%  SpamPrec: 94.897%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20507  94.58%
# Correctly spam:      21837  42.85%
# False positives:      1176  5.42%
# False negatives:     29123  57.15%
# TCR(l=50): 0.579598  SpamRecall: 42.851%  SpamPrec: 94.890%