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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165285  37.551%  (99.539% of non-spam corpus)
# Correctly spam:     270800  61.522%  (98.790% of spam corpus)
# False positives:       765  0.174%  (0.461% of nonspam,  93272 weighted)
# False negatives:      3316  0.753%  (1.210% of spam,   6521 weighted)
# Average score for spam:  29.1    nonspam: -1.6
# Average for false-pos:   7.4  false-neg: 2.0
# TOTAL:              440166  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20821  99.59%
# Correctly spam:      33893  98.91%
# False positives:        86  0.41%
# False negatives:       373  1.09%
# TCR(l=50): 7.332763  SpamRecall: 98.911%  SpamPrec: 99.747%

##### 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: 165808  99.85%
# Correctly spam:     267247  97.49%
# False positives:       242  0.15%
# False negatives:      6869  2.51%
# TCR(l=50): 14.450735  SpamRecall: 97.494%  SpamPrec: 99.910%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20875  99.85%
# Correctly spam:      33427  97.55%
# False positives:        32  0.15%
# False negatives:       839  2.45%
# TCR(l=50): 14.049200  SpamRecall: 97.552%  SpamPrec: 99.904%