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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 233400  26.015%  (99.670% of non-spam corpus)
# Correctly spam:     517122  57.639%  (77.996% of spam corpus)
# False positives:       772  0.086%  (0.330% of nonspam,  72692 weighted)
# False negatives:    145886  16.261%  (22.004% of spam, 259432 weighted)
# Average score for spam:  11.2    nonspam: 0.6
# Average for false-pos:   6.7  false-neg: 1.8
# TOTAL:              897180  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29219  99.67%
# Correctly spam:      64259  77.70%
# False positives:        98  0.33%
# False negatives:     18444  22.30%
# TCR(l=50): 3.542795  SpamRecall: 77.699%  SpamPrec: 99.848%

##### 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: 227779  97.27%
# Correctly spam:     341553  51.52%
# False positives:      6393  2.73%
# False negatives:    321455  48.48%
# TCR(l=50): 1.034164  SpamRecall: 51.516%  SpamPrec: 98.163%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28522  97.29%
# Correctly spam:      42698  51.63%
# False positives:       795  2.71%
# False negatives:     40005  48.37%
# TCR(l=50): 1.036963  SpamRecall: 51.628%  SpamPrec: 98.172%