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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163373  45.776%  (99.110% of non-spam corpus)
# Correctly spam:     125542  35.176%  (65.368% of spam corpus)
# False positives:      1467  0.411%  (0.890% of nonspam, 108311 weighted)
# False negatives:     66513  18.637%  (34.632% of spam, 170665 weighted)
# Average score for spam:  16.5    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              356895  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20563  99.07%
# Correctly spam:      15545  64.51%
# False positives:       192  0.93%
# False negatives:      8553  35.49%
# TCR(l=50): 1.327494  SpamRecall: 64.507%  SpamPrec: 98.780%

##### 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: 164278  99.66%
# Correctly spam:      96720  50.36%
# False positives:       562  0.34%
# False negatives:     95335  49.64%
# TCR(l=50): 1.555920  SpamRecall: 50.361%  SpamPrec: 99.422%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20680  99.64%
# Correctly spam:      12035  49.94%
# False positives:        75  0.36%
# False negatives:     12063  50.06%
# TCR(l=50): 1.523936  SpamRecall: 49.942%  SpamPrec: 99.381%