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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 120004  39.264%  (97.468% of non-spam corpus)
# Correctly spam:     132899  43.483%  (72.817% of spam corpus)
# False positives:      3117  1.020%  (2.532% of nonspam, 135639 weighted)
# False negatives:     49613  16.233%  (27.183% of spam, 138588 weighted)
# Average score for spam:  18.5    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.8
# TOTAL:              305633  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15017  97.11%
# Correctly spam:      16753  73.08%
# False positives:       447  2.89%
# False negatives:      6171  26.92%
# TCR(l=50): 0.803759  SpamRecall: 73.081%  SpamPrec: 97.401%

##### 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: 119571  97.12%
# Correctly spam:     100926  55.30%
# False positives:      3550  2.88%
# False negatives:     81586  44.70%
# TCR(l=50): 0.704446  SpamRecall: 55.298%  SpamPrec: 96.602%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14982  96.88%
# Correctly spam:      12729  55.53%
# False positives:       482  3.12%
# False negatives:     10195  44.47%
# TCR(l=50): 0.668436  SpamRecall: 55.527%  SpamPrec: 96.352%