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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 261027  24.935%  (95.713% of non-spam corpus)
# Correctly spam:     665157  63.539%  (85.923% of spam corpus)
# False positives:     11692  1.117%  (4.287% of nonspam, 951161 weighted)
# False negatives:    108970  10.409%  (14.077% of spam, 291310 weighted)
# Average score for spam:  9.6    nonspam: 1.4
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1046846  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32513  95.40%
# Correctly spam:      83507  86.57%
# False positives:      1569  4.60%
# False negatives:     12955  13.43%
# TCR(l=50): 1.055325  SpamRecall: 86.570%  SpamPrec: 98.156%

##### 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: 260436  95.50%
# Correctly spam:     540781  69.86%
# False positives:     12283  4.50%
# False negatives:    233346  30.14%
# TCR(l=50): 0.913428  SpamRecall: 69.857%  SpamPrec: 97.779%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32531  95.45%
# Correctly spam:      67528  70.00%
# False positives:      1551  4.55%
# False negatives:     28934  30.00%
# TCR(l=50): 0.905883  SpamRecall: 70.005%  SpamPrec: 97.755%