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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 324384  30.644%  (96.880% of non-spam corpus)
# Correctly spam:     397934  37.593%  (54.985% of spam corpus)
# False positives:     10448  0.987%  (3.120% of nonspam, 659580 weighted)
# False negatives:    325775  30.776%  (45.015% of spam, 845977 weighted)
# Average score for spam:  6.3    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              1058541  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40361  96.74%
# Correctly spam:      49596  54.96%
# False positives:      1358  3.26%
# False negatives:     40647  45.04%
# TCR(l=50): 0.831373  SpamRecall: 54.958%  SpamPrec: 97.335%

##### 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: 324415  96.89%
# Correctly spam:     310360  42.88%
# False positives:     10417  3.11%
# False negatives:    413349  57.12%
# TCR(l=50): 0.774684  SpamRecall: 42.885%  SpamPrec: 96.753%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40451  96.96%
# Correctly spam:      38639  42.82%
# False positives:      1268  3.04%
# False negatives:     51604  57.18%
# TCR(l=50): 0.784694  SpamRecall: 42.817%  SpamPrec: 96.823%