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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160823  34.060%  (98.758% of non-spam corpus)
# Correctly spam:     290320  61.486%  (93.856% of spam corpus)
# False positives:      2022  0.428%  (1.242% of nonspam, 130570 weighted)
# False negatives:     19004  4.025%  (6.144% of spam,  54481 weighted)
# Average score for spam:  13.3    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              472169  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20268  98.73%
# Correctly spam:      36315  94.10%
# False positives:       260  1.27%
# False negatives:      2275  5.90%
# TCR(l=50): 2.526350  SpamRecall: 94.105%  SpamPrec: 99.289%

##### 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: 160759  98.72%
# Correctly spam:     215851  69.78%
# False positives:      2086  1.28%
# False negatives:     93473  30.22%
# TCR(l=50): 1.564036  SpamRecall: 69.782%  SpamPrec: 99.043%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20290  98.84%
# Correctly spam:      26963  69.87%
# False positives:       238  1.16%
# False negatives:     11627  30.13%
# TCR(l=50): 1.640243  SpamRecall: 69.870%  SpamPrec: 99.125%