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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173212  36.205%  (94.595% of non-spam corpus)
# Correctly spam:     179488  37.517%  (60.780% of spam corpus)
# False positives:      9897  2.069%  (5.405% of nonspam, 489961 weighted)
# False negatives:    115818  24.209%  (39.220% of spam, 268310 weighted)
# Average score for spam:  6.0    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              478415  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21766  94.66%
# Correctly spam:      22282  60.46%
# False positives:      1229  5.34%
# False negatives:     14573  39.54%
# TCR(l=50): 0.484787  SpamRecall: 60.459%  SpamPrec: 94.773%

##### 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: 173875  94.96%
# Correctly spam:      43164  14.62%
# False positives:      9234  5.04%
# False negatives:    252142  85.38%
# TCR(l=50): 0.413685  SpamRecall: 14.617%  SpamPrec: 82.377%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21864  95.08%
# Correctly spam:       5389  14.62%
# False positives:      1131  4.92%
# False negatives:     31466  85.38%
# TCR(l=50): 0.418731  SpamRecall: 14.622%  SpamPrec: 82.653%