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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166873  50.486%  (99.557% of non-spam corpus)
# Correctly spam:     131219  39.699%  (80.543% of spam corpus)
# False positives:       742  0.224%  (0.443% of nonspam,  42687 weighted)
# False negatives:     31699  9.590%  (19.457% of spam,  76929 weighted)
# Average score for spam:  10.7    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              330533  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21003  99.53%
# Correctly spam:      16409  79.91%
# False positives:       100  0.47%
# False negatives:      4126  20.09%
# TCR(l=50): 2.250164  SpamRecall: 79.907%  SpamPrec: 99.394%

##### 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: 167205  99.76%
# Correctly spam:      86317  52.98%
# False positives:       410  0.24%
# False negatives:     76601  47.02%
# TCR(l=50): 1.677820  SpamRecall: 52.982%  SpamPrec: 99.527%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21045  99.73%
# Correctly spam:      10835  52.76%
# False positives:        58  0.27%
# False negatives:      9700  47.24%
# TCR(l=50): 1.629762  SpamRecall: 52.764%  SpamPrec: 99.468%