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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 619338  51.404%  (99.542% of non-spam corpus)
# Correctly spam:     449193  37.282%  (77.093% of spam corpus)
# False positives:      2848  0.236%  (0.458% of nonspam,  76821 weighted)
# False negatives:    133472  11.078%  (22.907% of spam, 273936 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.1
# TOTAL:              1204851  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77318  99.52%
# Correctly spam:      56141  77.23%
# False positives:       375  0.48%
# False negatives:     16555  22.77%
# TCR(l=50): 2.059085  SpamRecall: 77.227%  SpamPrec: 99.336%

##### 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: 609632  97.98%
# Correctly spam:     222032  38.11%
# False positives:     12554  2.02%
# False negatives:    360633  61.89%
# TCR(l=50): 0.589543  SpamRecall: 38.106%  SpamPrec: 94.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  76139  98.00%
# Correctly spam:      27796  38.24%
# False positives:      1554  2.00%
# False negatives:     44900  61.76%
# TCR(l=50): 0.592953  SpamRecall: 38.236%  SpamPrec: 94.705%