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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180763  57.634%  (99.141% of non-spam corpus)
# Correctly spam:     100329  31.989%  (76.406% of spam corpus)
# False positives:      1566  0.499%  (0.859% of nonspam,  76448 weighted)
# False negatives:     30981  9.878%  (23.594% of spam,  82282 weighted)
# Average score for spam:  11.7    nonspam: -1.1
# Average for false-pos:   6.8  false-neg: 2.7
# TOTAL:              313639  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22704  99.14%
# Correctly spam:      12620  76.59%
# False positives:       198  0.86%
# False negatives:      3858  23.41%
# TCR(l=50): 1.197703  SpamRecall: 76.587%  SpamPrec: 98.455%

##### 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: 181708  99.66%
# Correctly spam:      62335  47.47%
# False positives:       621  0.34%
# False negatives:     68975  52.53%
# TCR(l=50): 1.312772  SpamRecall: 47.472%  SpamPrec: 99.014%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22830  99.69%
# Correctly spam:       7777  47.20%
# False positives:        72  0.31%
# False negatives:      8701  52.80%
# TCR(l=50): 1.339566  SpamRecall: 47.196%  SpamPrec: 99.083%