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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 256342  30.729%  (95.560% of non-spam corpus)
# Correctly spam:     387083  46.402%  (68.396% of spam corpus)
# False positives:     11910  1.428%  (4.440% of nonspam, 725801 weighted)
# False negatives:    178859  21.441%  (31.604% of spam, 520180 weighted)
# Average score for spam:  8.3    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.9
# TOTAL:              834194  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31916  95.21%
# Correctly spam:      48398  68.50%
# False positives:      1606  4.79%
# False negatives:     22256  31.50%
# TCR(l=50): 0.688931  SpamRecall: 68.500%  SpamPrec: 96.788%

##### 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: 255966  95.42%
# Correctly spam:     307163  54.27%
# False positives:     12286  4.58%
# False negatives:    258779  45.73%
# TCR(l=50): 0.648214  SpamRecall: 54.275%  SpamPrec: 96.154%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32001  95.46%
# Correctly spam:      38404  54.36%
# False positives:      1521  4.54%
# False negatives:     32250  45.64%
# TCR(l=50): 0.652392  SpamRecall: 54.355%  SpamPrec: 96.190%