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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128332  39.288%  (99.546% of non-spam corpus)
# Correctly spam:     137135  41.983%  (69.355% of spam corpus)
# False positives:       585  0.179%  (0.454% of nonspam,  56087 weighted)
# False negatives:     60595  18.551%  (30.645% of spam, 188893 weighted)
# Average score for spam:  10.2    nonspam: -0.3
# Average for false-pos:   6.3  false-neg: 3.1
# TOTAL:              326647  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16112  99.54%
# Correctly spam:      17184  69.54%
# False positives:        74  0.46%
# False negatives:      7527  30.46%
# TCR(l=50): 2.201033  SpamRecall: 69.540%  SpamPrec: 99.571%

##### 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: 128703  99.83%
# Correctly spam:      78174  39.54%
# False positives:       214  0.17%
# False negatives:    119556  60.46%
# TCR(l=50): 1.518011  SpamRecall: 39.536%  SpamPrec: 99.727%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16158  99.83%
# Correctly spam:       9807  39.69%
# False positives:        28  0.17%
# False negatives:     14904  60.31%
# TCR(l=50): 1.515640  SpamRecall: 39.687%  SpamPrec: 99.715%