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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 383221  21.570%  (97.316% of non-spam corpus)
# Correctly spam:     860180  48.415%  (62.202% of spam corpus)
# False positives:     10568  0.595%  (2.684% of nonspam, 3042753 weighted)
# False negatives:    522708  29.421%  (37.798% of spam, 1717485 weighted)
# Average score for spam:  8.5    nonspam: -1.9
# Average for false-pos:   8.2  false-neg: 3.3
# TOTAL:              1776677  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47828  97.34%
# Correctly spam:     107987  62.48%
# False positives:      1307  2.66%
# False negatives:     64852  37.52%
# TCR(l=50): 1.327468  SpamRecall: 62.478%  SpamPrec: 98.804%

##### 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: 389602  98.94%
# Correctly spam:     608791  44.02%
# False positives:      4187  1.06%
# False negatives:    774097  55.98%
# TCR(l=50): 1.406164  SpamRecall: 44.023%  SpamPrec: 99.317%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48576  98.86%
# Correctly spam:      76094  44.03%
# False positives:       559  1.14%
# False negatives:     96745  55.97%
# TCR(l=50): 1.386094  SpamRecall: 44.026%  SpamPrec: 99.271%