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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180321  21.525%  (99.413% of non-spam corpus)
# Correctly spam:     621052  74.136%  (94.624% of spam corpus)
# False positives:      1064  0.127%  (0.587% of nonspam, 245541 weighted)
# False negatives:     35282  4.212%  (5.376% of spam, 123682 weighted)
# Average score for spam:  9.8    nonspam: -0.7
# Average for false-pos:   6.4  false-neg: 3.5
# TOTAL:              837719  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22623  99.31%
# Correctly spam:      77694  94.92%
# False positives:       158  0.69%
# False negatives:      4161  5.08%
# TCR(l=50): 6.786751  SpamRecall: 94.917%  SpamPrec: 99.797%

##### 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: 180880  99.72%
# Correctly spam:     309237  47.12%
# False positives:       505  0.28%
# False negatives:    347097  52.88%
# TCR(l=50): 1.762694  SpamRecall: 47.116%  SpamPrec: 99.837%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22697  99.63%
# Correctly spam:      38453  46.98%
# False positives:        84  0.37%
# False negatives:     43402  53.02%
# TCR(l=50): 1.719571  SpamRecall: 46.977%  SpamPrec: 99.782%