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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149636  33.817%  (99.642% of non-spam corpus)
# Correctly spam:     155517  35.146%  (53.202% of spam corpus)
# False positives:       538  0.122%  (0.358% of nonspam,  62153 weighted)
# False negatives:    136797  30.915%  (46.798% of spam, 317668 weighted)
# Average score for spam:  8.6    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              442488  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18791  99.63%
# Correctly spam:      19181  52.54%
# False positives:        70  0.37%
# False negatives:     17324  47.46%
# TCR(l=50): 1.753025  SpamRecall: 52.543%  SpamPrec: 99.636%

##### 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: 149248  99.38%
# Correctly spam:      95283  32.60%
# False positives:       926  0.62%
# False negatives:    197031  67.40%
# TCR(l=50): 1.201302  SpamRecall: 32.596%  SpamPrec: 99.038%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18726  99.28%
# Correctly spam:      11721  32.11%
# False positives:       135  0.72%
# False negatives:     24784  67.89%
# TCR(l=50): 1.157639  SpamRecall: 32.108%  SpamPrec: 98.861%