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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 772009  44.327%  (99.625% of non-spam corpus)
# Correctly spam:     804946  46.218%  (83.267% of spam corpus)
# False positives:      2903  0.167%  (0.375% of nonspam, 109905 weighted)
# False negatives:    161756  9.288%  (16.733% of spam, 409776 weighted)
# Average score for spam:  12.6    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              1741614  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  96001  99.41%
# Correctly spam:     101790  84.31%
# False positives:       572  0.59%
# False negatives:     18940  15.69%
# TCR(l=50): 2.539546  SpamRecall: 84.312%  SpamPrec: 99.441%

##### 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: 759755  98.04%
# Correctly spam:     559807  57.91%
# False positives:     15157  1.96%
# False negatives:    406895  42.09%
# TCR(l=50): 0.829969  SpamRecall: 57.909%  SpamPrec: 97.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94691  98.05%
# Correctly spam:      69874  57.88%
# False positives:      1882  1.95%
# False negatives:     50856  42.12%
# TCR(l=50): 0.832873  SpamRecall: 57.876%  SpamPrec: 97.377%