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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283163  25.449%  (95.703% of non-spam corpus)
# Correctly spam:     689397  61.958%  (84.401% of spam corpus)
# False positives:     12714  1.143%  (4.297% of nonspam, 1034909 weighted)
# False negatives:    127413  11.451%  (15.599% of spam, 355675 weighted)
# Average score for spam:  10.8    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.8
# TOTAL:              1112687  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35258  95.51%
# Correctly spam:      86196  84.63%
# False positives:      1658  4.49%
# False negatives:     15654  15.37%
# TCR(l=50): 1.033444  SpamRecall: 84.630%  SpamPrec: 98.113%

##### 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: 282911  95.62%
# Correctly spam:     554347  67.87%
# False positives:     12966  4.38%
# False negatives:    262463  32.13%
# TCR(l=50): 0.896841  SpamRecall: 67.867%  SpamPrec: 97.714%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35316  95.67%
# Correctly spam:      69122  67.87%
# False positives:      1600  4.33%
# False negatives:     32728  32.13%
# TCR(l=50): 0.903502  SpamRecall: 67.866%  SpamPrec: 97.738%