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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257912  35.667%  (99.315% of non-spam corpus)
# Correctly spam:     338310  46.785%  (73.002% of spam corpus)
# False positives:      1778  0.246%  (0.685% of nonspam, 101386 weighted)
# False negatives:    125118  17.303%  (26.998% of spam, 241322 weighted)
# Average score for spam:  8.5    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              723118  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32205  99.24%
# Correctly spam:      42056  72.76%
# False positives:       246  0.76%
# False negatives:     15745  27.24%
# TCR(l=50): 2.061009  SpamRecall: 72.760%  SpamPrec: 99.418%

##### 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: 249924  96.24%
# Correctly spam:     242861  52.41%
# False positives:      9766  3.76%
# False negatives:    220567  47.59%
# TCR(l=50): 0.653759  SpamRecall: 52.405%  SpamPrec: 96.134%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31232  96.24%
# Correctly spam:      30290  52.40%
# False positives:      1219  3.76%
# False negatives:     27511  47.60%
# TCR(l=50): 0.653407  SpamRecall: 52.404%  SpamPrec: 96.131%