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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165345  36.822%  (94.602% of non-spam corpus)
# Correctly spam:     165745  36.911%  (60.434% of spam corpus)
# False positives:      9434  2.101%  (5.398% of nonspam, 456954 weighted)
# False negatives:    108514  24.166%  (39.566% of spam, 272603 weighted)
# Average score for spam:  6.4    nonspam: 1.2
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              449038  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20744  94.48%
# Correctly spam:      20585  60.04%
# False positives:      1211  5.52%
# False negatives:     13702  39.96%
# TCR(l=50): 0.461765  SpamRecall: 60.037%  SpamPrec: 94.444%

##### 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: 165904  94.92%
# Correctly spam:      45799  16.70%
# False positives:      8875  5.08%
# False negatives:    228460  83.30%
# TCR(l=50): 0.407996  SpamRecall: 16.699%  SpamPrec: 83.767%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20876  95.09%
# Correctly spam:       5653  16.49%
# False positives:      1079  4.91%
# False negatives:     28634  83.51%
# TCR(l=50): 0.415177  SpamRecall: 16.487%  SpamPrec: 83.972%