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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 389032  31.600%  (99.833% of non-spam corpus)
# Correctly spam:     780089  63.365%  (92.711% of spam corpus)
# False positives:       652  0.053%  (0.167% of nonspam,  85263 weighted)
# False negatives:     61332  4.982%  (7.289% of spam, 111835 weighted)
# Average score for spam:  16.4    nonspam: -1.9
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              1231105  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48487  99.80%
# Correctly spam:      97258  92.73%
# False positives:        97  0.20%
# False negatives:      7630  7.27%
# TCR(l=50): 8.404487  SpamRecall: 92.726%  SpamPrec: 99.900%

##### 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: 387680  99.49%
# Correctly spam:     568044  67.51%
# False positives:      2004  0.51%
# False negatives:    273377  32.49%
# TCR(l=50): 2.252336  SpamRecall: 67.510%  SpamPrec: 99.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48328  99.47%
# Correctly spam:      70611  67.32%
# False positives:       256  0.53%
# False negatives:     34277  32.68%
# TCR(l=50): 2.228009  SpamRecall: 67.320%  SpamPrec: 99.639%