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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147482  51.571%  (97.159% of non-spam corpus)
# Correctly spam:      75608  26.439%  (56.347% of spam corpus)
# False positives:      4312  1.508%  (2.841% of nonspam, 115588 weighted)
# False negatives:     58574  20.482%  (43.653% of spam, 138728 weighted)
# Average score for spam:  7.7    nonspam: 1.3
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              285976  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18541  97.09%
# Correctly spam:       9614  57.18%
# False positives:       555  2.91%
# False negatives:      7199  42.82%
# TCR(l=50): 0.481072  SpamRecall: 57.182%  SpamPrec: 94.542%

##### 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: 147764  97.35%
# Correctly spam:      30013  22.37%
# False positives:      4030  2.65%
# False negatives:    104169  77.63%
# TCR(l=50): 0.438978  SpamRecall: 22.367%  SpamPrec: 88.162%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18590  97.35%
# Correctly spam:       3826  22.76%
# False positives:       506  2.65%
# False negatives:     12987  77.24%
# TCR(l=50): 0.439131  SpamRecall: 22.756%  SpamPrec: 88.319%