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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145468  11.408%  (98.562% of non-spam corpus)
# Correctly spam:     953202  74.751%  (84.536% of spam corpus)
# False positives:      2122  0.166%  (1.438% of nonspam, 509017 weighted)
# False negatives:    174372  13.674%  (15.464% of spam, 402750 weighted)
# Average score for spam:  7.7    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              1275164  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18227  98.34%
# Correctly spam:     118798  84.44%
# False positives:       307  1.66%
# False negatives:     21895  15.56%
# TCR(l=50): 3.777500  SpamRecall: 84.438%  SpamPrec: 99.742%

##### 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: 146171  99.04%
# Correctly spam:     228433  20.26%
# False positives:      1419  0.96%
# False negatives:    899141  79.74%
# TCR(l=50): 1.162338  SpamRecall: 20.259%  SpamPrec: 99.383%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18342  98.96%
# Correctly spam:      28558  20.30%
# False positives:       192  1.04%
# False negatives:    112135  79.70%
# TCR(l=50): 1.155732  SpamRecall: 20.298%  SpamPrec: 99.332%