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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 353007  55.309%  (99.408% of non-spam corpus)
# Correctly spam:     200973  31.488%  (70.981% of spam corpus)
# False positives:      2101  0.329%  (0.592% of nonspam,  96109 weighted)
# False negatives:     82164  12.873%  (29.019% of spam, 161182 weighted)
# Average score for spam:  8.7    nonspam: 0.4
# Average for false-pos:   5.7  false-neg: 2.0
# TOTAL:              638245  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43985  99.36%
# Correctly spam:      25139  70.98%
# False positives:       285  0.64%
# False negatives:     10276  29.02%
# TCR(l=50): 1.443978  SpamRecall: 70.984%  SpamPrec: 98.879%

##### 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: 353789  99.63%
# Correctly spam:     109554  38.69%
# False positives:      1319  0.37%
# False negatives:    173583  61.31%
# TCR(l=50): 1.182038  SpamRecall: 38.693%  SpamPrec: 98.810%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44097  99.61%
# Correctly spam:      13604  38.41%
# False positives:       173  0.39%
# False negatives:     21811  61.59%
# TCR(l=50): 1.162634  SpamRecall: 38.413%  SpamPrec: 98.744%