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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 380198  56.529%  (94.922% of non-spam corpus)
# Correctly spam:      92513  13.755%  (34.008% of spam corpus)
# False positives:     20338  3.024%  (5.078% of nonspam, 406005 weighted)
# False negatives:    179519  26.692%  (65.992% of spam, 455498 weighted)
# Average score for spam:  4.7    nonspam: 1.6
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              672568  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47149  94.36%
# Correctly spam:      11571  34.03%
# False positives:      2818  5.64%
# False negatives:     22427  65.97%
# TCR(l=50): 0.208159  SpamRecall: 34.034%  SpamPrec: 80.416%

##### 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: 380196  94.92%
# Correctly spam:      76590  28.15%
# False positives:     20340  5.08%
# False negatives:    195442  71.85%
# TCR(l=50): 0.224367  SpamRecall: 28.155%  SpamPrec: 79.016%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47363  94.79%
# Correctly spam:       9478  27.88%
# False positives:      2604  5.21%
# False negatives:     24520  72.12%
# TCR(l=50): 0.219739  SpamRecall: 27.878%  SpamPrec: 78.447%