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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 271139  21.122%  (99.540% of non-spam corpus)
# Correctly spam:     820493  63.917%  (81.134% of spam corpus)
# False positives:      1254  0.098%  (0.460% of nonspam, 297918 weighted)
# False negatives:    190794  14.863%  (18.866% of spam, 288386 weighted)
# Average score for spam:  9.9    nonspam: -0.8
# Average for false-pos:   6.4  false-neg: 1.5
# TOTAL:              1283680  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33897  99.57%
# Correctly spam:     102190  80.96%
# False positives:       147  0.43%
# False negatives:     24032  19.04%
# TCR(l=50): 4.022115  SpamRecall: 80.961%  SpamPrec: 99.856%

##### 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: 270950  99.47%
# Correctly spam:     472906  46.76%
# False positives:      1443  0.53%
# False negatives:    538381  53.24%
# TCR(l=50): 1.656406  SpamRecall: 46.763%  SpamPrec: 99.696%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33856  99.45%
# Correctly spam:      58731  46.53%
# False positives:       188  0.55%
# False negatives:     67491  53.47%
# TCR(l=50): 1.641571  SpamRecall: 46.530%  SpamPrec: 99.681%