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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144095  24.639%  (99.061% of non-spam corpus)
# Correctly spam:     307512  52.582%  (69.990% of spam corpus)
# False positives:      1366  0.234%  (0.939% of nonspam, 252003 weighted)
# False negatives:    131856  22.546%  (30.010% of spam, 330507 weighted)
# Average score for spam:  15.6    nonspam: -0.7
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              584829  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18048  98.93%
# Correctly spam:      38240  69.81%
# False positives:       196  1.07%
# False negatives:     16538  30.19%
# TCR(l=50): 2.079809  SpamRecall: 69.809%  SpamPrec: 99.490%

##### 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: 144749  99.51%
# Correctly spam:     255213  58.09%
# False positives:       712  0.49%
# False negatives:    184155  41.91%
# TCR(l=50): 1.999354  SpamRecall: 58.086%  SpamPrec: 99.722%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18165  99.57%
# Correctly spam:      31735  57.93%
# False positives:        79  0.43%
# False negatives:     23043  42.07%
# TCR(l=50): 2.029341  SpamRecall: 57.934%  SpamPrec: 99.752%