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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164635  43.994%  (95.841% of non-spam corpus)
# Correctly spam:     118471  31.658%  (58.521% of spam corpus)
# False positives:      7144  1.909%  (4.159% of nonspam, 265407 weighted)
# False negatives:     83970  22.439%  (41.479% of spam, 237870 weighted)
# Average score for spam:  14.3    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              374220  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20694  95.68%
# Correctly spam:      14642  57.86%
# False positives:       935  4.32%
# False negatives:     10666  42.14%
# TCR(l=50): 0.440783  SpamRecall: 57.855%  SpamPrec: 93.998%

##### 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: 165769  96.50%
# Correctly spam:      82348  40.68%
# False positives:      6010  3.50%
# False negatives:    120093  59.32%
# TCR(l=50): 0.481323  SpamRecall: 40.678%  SpamPrec: 93.198%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20849  96.39%
# Correctly spam:      10312  40.75%
# False positives:       780  3.61%
# False negatives:     14996  59.25%
# TCR(l=50): 0.468701  SpamRecall: 40.746%  SpamPrec: 92.968%