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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 139796  28.173%  (98.393% of non-spam corpus)
# Correctly spam:     344787  69.486%  (97.364% of spam corpus)
# False positives:      2283  0.460%  (1.607% of nonspam, 183397 weighted)
# False negatives:      9333  1.881%  (2.636% of spam,  26597 weighted)
# Average score for spam:  12.5    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              496199  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17581  98.61%
# Correctly spam:      42979  97.38%
# False positives:       247  1.39%
# False negatives:      1155  2.62%
# TCR(l=50): 3.267975  SpamRecall: 97.383%  SpamPrec: 99.429%

##### 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: 140770  99.08%
# Correctly spam:     236789  66.87%
# False positives:      1309  0.92%
# False negatives:    117331  33.13%
# TCR(l=50): 1.937400  SpamRecall: 66.867%  SpamPrec: 99.450%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17669  99.11%
# Correctly spam:      29518  66.88%
# False positives:       159  0.89%
# False negatives:     14616  33.12%
# TCR(l=50): 1.955774  SpamRecall: 66.883%  SpamPrec: 99.464%