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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129378  11.008%  (99.315% of non-spam corpus)
# Correctly spam:     993112  84.502%  (95.036% of spam corpus)
# False positives:       893  0.076%  (0.685% of nonspam, 569540 weighted)
# False negatives:     51874  4.414%  (4.964% of spam,  98062 weighted)
# Average score for spam:  11.8    nonspam: -0.8
# Average for false-pos:   8.0  false-neg: 1.9
# TOTAL:              1175257  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16240  99.34%
# Correctly spam:     123981  95.04%
# False positives:       108  0.66%
# False negatives:      6473  4.96%
# TCR(l=50): 10.987451  SpamRecall: 95.038%  SpamPrec: 99.913%

##### 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: 127930  98.20%
# Correctly spam:     650839  62.28%
# False positives:      2341  1.80%
# False negatives:    394147  37.72%
# TCR(l=50): 2.044194  SpamRecall: 62.282%  SpamPrec: 99.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16042  98.13%
# Correctly spam:      81270  62.30%
# False positives:       306  1.87%
# False negatives:     49184  37.70%
# TCR(l=50): 2.023044  SpamRecall: 62.298%  SpamPrec: 99.625%