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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156319  14.367%  (93.828% of non-spam corpus)
# Correctly spam:     644914  59.274%  (69.992% of spam corpus)
# False positives:     10283  0.945%  (6.172% of nonspam, 1500869 weighted)
# False negatives:    276499  25.413%  (30.008% of spam, 441921 weighted)
# Average score for spam:  6.5    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.6
# TOTAL:              1088015  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19642  93.60%
# Correctly spam:      80614  70.10%
# False positives:      1344  6.40%
# False negatives:     34379  29.90%
# TCR(l=50): 1.132055  SpamRecall: 70.103%  SpamPrec: 98.360%

##### 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: 164468  98.72%
# Correctly spam:     249196  27.04%
# False positives:      2134  1.28%
# False negatives:    672217  72.96%
# TCR(l=50): 1.182941  SpamRecall: 27.045%  SpamPrec: 99.151%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20704  98.66%
# Correctly spam:      31235  27.16%
# False positives:       282  1.34%
# False negatives:     83758  72.84%
# TCR(l=50): 1.175101  SpamRecall: 27.163%  SpamPrec: 99.105%