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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151188  34.691%  (98.480% of non-spam corpus)
# Correctly spam:     272761  62.587%  (96.625% of spam corpus)
# False positives:      2333  0.535%  (1.520% of nonspam, 136823 weighted)
# False negatives:      9527  2.186%  (3.375% of spam,  20386 weighted)
# Average score for spam:  13.2    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              435809  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19026  98.53%
# Correctly spam:      34178  96.80%
# False positives:       283  1.47%
# False negatives:      1129  3.20%
# TCR(l=50): 2.310819  SpamRecall: 96.802%  SpamPrec: 99.179%

##### 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: 152168  99.12%
# Correctly spam:     183156  64.88%
# False positives:      1353  0.88%
# False negatives:     99132  35.12%
# TCR(l=50): 1.692557  SpamRecall: 64.883%  SpamPrec: 99.267%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19147  99.16%
# Correctly spam:      22941  64.98%
# False positives:       162  0.84%
# False negatives:     12366  35.02%
# TCR(l=50): 1.725154  SpamRecall: 64.976%  SpamPrec: 99.299%