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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174815  9.542%  (96.299% of non-spam corpus)
# Correctly spam:     1032960  56.383%  (62.585% of spam corpus)
# False positives:      6719  0.367%  (3.701% of nonspam, 1937251 weighted)
# False negatives:    617532  33.708%  (37.415% of spam, 2006666 weighted)
# Average score for spam:  8.5    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.2
# TOTAL:              1832026  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21937  96.21%
# Correctly spam:     128847  62.47%
# False positives:       863  3.79%
# False negatives:     77423  37.53%
# TCR(l=50): 1.710748  SpamRecall: 62.465%  SpamPrec: 99.335%

##### 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: 175643  96.75%
# Correctly spam:     173423  10.51%
# False positives:      5891  3.25%
# False negatives:    1477069  89.49%
# TCR(l=50): 0.931629  SpamRecall: 10.507%  SpamPrec: 96.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22081  96.85%
# Correctly spam:      21430  10.39%
# False positives:       719  3.15%
# False negatives:    184840  89.61%
# TCR(l=50): 0.934236  SpamRecall: 10.389%  SpamPrec: 96.754%