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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183484  47.197%  (95.930% of non-spam corpus)
# Correctly spam:     167643  43.122%  (84.886% of spam corpus)
# False positives:      7785  2.003%  (4.070% of nonspam, 234128 weighted)
# False negatives:     29850  7.678%  (15.114% of spam,  80235 weighted)
# Average score for spam:  8.3    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              388762  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23001  95.89%
# Correctly spam:      20875  84.57%
# False positives:       987  4.11%
# False negatives:      3808  15.43%
# TCR(l=50): 0.464333  SpamRecall: 84.572%  SpamPrec: 95.485%

##### 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: 183282  95.82%
# Correctly spam:     140255  71.02%
# False positives:      7987  4.18%
# False negatives:     57238  28.98%
# TCR(l=50): 0.432541  SpamRecall: 71.018%  SpamPrec: 94.612%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23071  96.18%
# Correctly spam:      17397  70.48%
# False positives:       917  3.82%
# False negatives:      7286  29.52%
# TCR(l=50): 0.464525  SpamRecall: 70.482%  SpamPrec: 94.993%