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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164518  43.486%  (99.557% of non-spam corpus)
# Correctly spam:     210439  55.624%  (98.762% of spam corpus)
# False positives:       732  0.193%  (0.443% of nonspam,  56029 weighted)
# False negatives:      2638  0.697%  (1.238% of spam,   5719 weighted)
# Average score for spam:  29.8    nonspam: -1.0
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              378327  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20718  99.61%
# Correctly spam:      26347  98.77%
# False positives:        82  0.39%
# False negatives:       327  1.23%
# TCR(l=50): 6.025299  SpamRecall: 98.774%  SpamPrec: 99.690%

##### 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: 165069  99.89%
# Correctly spam:     205340  96.37%
# False positives:       181  0.11%
# False negatives:      7737  3.63%
# TCR(l=50): 12.692977  SpamRecall: 96.369%  SpamPrec: 99.912%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20778  99.89%
# Correctly spam:      25669  96.23%
# False positives:        22  0.11%
# False negatives:      1005  3.77%
# TCR(l=50): 12.671734  SpamRecall: 96.232%  SpamPrec: 99.914%