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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 389104  50.665%  (99.050% of non-spam corpus)
# Correctly spam:     187943  24.472%  (50.097% of spam corpus)
# False positives:      3733  0.486%  (0.950% of nonspam, 103814 weighted)
# False negatives:    187214  24.377%  (49.903% of spam, 416449 weighted)
# Average score for spam:  5.6    nonspam: 0.7
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              767994  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48060  98.07%
# Correctly spam:      23546  50.35%
# False positives:       944  1.93%
# False negatives:     23218  49.65%
# TCR(l=50): 0.664092  SpamRecall: 50.351%  SpamPrec: 96.145%

##### 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: 386180  98.31%
# Correctly spam:     121986  32.52%
# False positives:      6657  1.69%
# False negatives:    253171  67.48%
# TCR(l=50): 0.640177  SpamRecall: 32.516%  SpamPrec: 94.825%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48096  98.15%
# Correctly spam:      15218  32.54%
# False positives:       908  1.85%
# False negatives:     31546  67.46%
# TCR(l=50): 0.607751  SpamRecall: 32.542%  SpamPrec: 94.369%
