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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152150  16.375%  (96.019% of non-spam corpus)
# Correctly spam:     387298  41.683%  (50.253% of spam corpus)
# False positives:      6308  0.679%  (3.981% of nonspam, 955589 weighted)
# False negatives:    383394  41.263%  (49.747% of spam, 812424 weighted)
# Average score for spam:  10.9    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              929150  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19153  95.98%
# Correctly spam:      48281  50.26%
# False positives:       802  4.02%
# False negatives:     47788  49.74%
# TCR(l=50): 1.093084  SpamRecall: 50.257%  SpamPrec: 98.366%

##### 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: 152994  96.55%
# Correctly spam:     209109  27.13%
# False positives:      5464  3.45%
# False negatives:    561583  72.87%
# TCR(l=50): 0.923224  SpamRecall: 27.133%  SpamPrec: 97.454%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19275  96.59%
# Correctly spam:      26028  27.09%
# False positives:       680  3.41%
# False negatives:     70041  72.91%
# TCR(l=50): 0.923376  SpamRecall: 27.093%  SpamPrec: 97.454%