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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171224  56.840%  (94.617% of non-spam corpus)
# Correctly spam:      61311  20.353%  (50.977% of spam corpus)
# False positives:      9741  3.234%  (5.383% of nonspam, 198980 weighted)
# False negatives:     58961  19.573%  (49.023% of spam, 119271 weighted)
# Average score for spam:  9.4    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              301237  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21480  94.51%
# Correctly spam:       7680  50.83%
# False positives:      1248  5.49%
# False negatives:      7430  49.17%
# TCR(l=50): 0.216383  SpamRecall: 50.827%  SpamPrec: 86.022%

##### 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: 171978  95.03%
# Correctly spam:      39512  32.85%
# False positives:      8987  4.97%
# False negatives:     80760  67.15%
# TCR(l=50): 0.226881  SpamRecall: 32.852%  SpamPrec: 81.470%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21611  95.09%
# Correctly spam:       4946  32.73%
# False positives:      1117  4.91%
# False negatives:     10164  67.27%
# TCR(l=50): 0.228891  SpamRecall: 32.733%  SpamPrec: 81.577%