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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154406  41.331%  (95.756% of non-spam corpus)
# Correctly spam:     128328  34.350%  (60.436% of spam corpus)
# False positives:      6843  1.832%  (4.244% of nonspam, 283089 weighted)
# False negatives:     84008  22.487%  (39.564% of spam, 179415 weighted)
# Average score for spam:  9.2    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.1
# TOTAL:              373585  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19404  95.50%
# Correctly spam:      16105  60.62%
# False positives:       914  4.50%
# False negatives:     10464  39.38%
# TCR(l=50): 0.473061  SpamRecall: 60.616%  SpamPrec: 94.630%

##### 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: 155463  96.41%
# Correctly spam:      56462  26.59%
# False positives:      5786  3.59%
# False negatives:    155874  73.41%
# TCR(l=50): 0.476973  SpamRecall: 26.591%  SpamPrec: 90.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19556  96.25%
# Correctly spam:       7067  26.60%
# False positives:       762  3.75%
# False negatives:     19502  73.40%
# TCR(l=50): 0.461251  SpamRecall: 26.599%  SpamPrec: 90.267%