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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150454  12.411%  (97.742% of non-spam corpus)
# Correctly spam:     919606  75.861%  (86.895% of spam corpus)
# False positives:      3475  0.287%  (2.258% of nonspam, 733108 weighted)
# False negatives:    138688  11.441%  (13.105% of spam, 398648 weighted)
# Average score for spam:  9.3    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              1212223  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18905  97.64%
# Correctly spam:     114964  87.02%
# False positives:       456  2.36%
# False negatives:     17152  12.98%
# TCR(l=50): 3.306868  SpamRecall: 87.017%  SpamPrec: 99.605%

##### 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: 149875  97.37%
# Correctly spam:     367552  34.73%
# False positives:      4054  2.63%
# False negatives:    690742  65.27%
# TCR(l=50): 1.184513  SpamRecall: 34.731%  SpamPrec: 98.909%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18863  97.43%
# Correctly spam:      46018  34.83%
# False positives:       498  2.57%
# False negatives:     86098  65.17%
# TCR(l=50): 1.190256  SpamRecall: 34.832%  SpamPrec: 98.929%