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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147489  13.255%  (98.553% of non-spam corpus)
# Correctly spam:     914213  82.162%  (94.930% of spam corpus)
# False positives:      2165  0.195%  (1.447% of nonspam, 450200 weighted)
# False negatives:     48831  4.389%  (5.070% of spam, 130715 weighted)
# Average score for spam:  14.5    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.7
# TOTAL:              1112698  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18498  98.48%
# Correctly spam:     114504  95.19%
# False positives:       286  1.52%
# False negatives:      5783  4.81%
# TCR(l=50): 5.989494  SpamRecall: 95.192%  SpamPrec: 99.751%

##### 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: 147618  98.64%
# Correctly spam:     648457  67.33%
# False positives:      2036  1.36%
# False negatives:    314587  32.67%
# TCR(l=50): 2.312858  SpamRecall: 67.334%  SpamPrec: 99.687%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18530  98.65%
# Correctly spam:      80690  67.08%
# False positives:       254  1.35%
# False negatives:     39597  32.92%
# TCR(l=50): 2.300075  SpamRecall: 67.081%  SpamPrec: 99.686%