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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 336318  38.412%  (99.715% of non-spam corpus)
# Correctly spam:     415648  47.472%  (77.217% of spam corpus)
# False positives:       961  0.110%  (0.285% of nonspam,  49846 weighted)
# False negatives:    122637  14.007%  (22.783% of spam, 206825 weighted)
# Average score for spam:  9.1    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 1.7
# TOTAL:              875564  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41914  99.70%
# Correctly spam:      51990  77.31%
# False positives:       125  0.30%
# False negatives:     15256  22.69%
# TCR(l=50): 3.126848  SpamRecall: 77.313%  SpamPrec: 99.760%

##### 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: 327864  97.21%
# Correctly spam:     284662  52.88%
# False positives:      9415  2.79%
# False negatives:    253623  47.12%
# TCR(l=50): 0.743105  SpamRecall: 52.883%  SpamPrec: 96.798%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40928  97.36%
# Correctly spam:      35529  52.83%
# False positives:      1111  2.64%
# False negatives:     31717  47.17%
# TCR(l=50): 0.770578  SpamRecall: 52.834%  SpamPrec: 96.968%