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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130065  25.352%  (96.068% of non-spam corpus)
# Correctly spam:     198257  38.644%  (52.498% of spam corpus)
# False positives:      5323  1.038%  (3.932% of nonspam, 446256 weighted)
# False negatives:    179387  34.966%  (47.502% of spam, 519964 weighted)
# Average score for spam:  11.4    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              513032  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16297  96.12%
# Correctly spam:      24600  52.25%
# False positives:       658  3.88%
# False negatives:     22478  47.75%
# TCR(l=50): 0.850121  SpamRecall: 52.254%  SpamPrec: 97.395%

##### 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: 130176  96.15%
# Correctly spam:     164006  43.43%
# False positives:      5212  3.85%
# False negatives:    213638  56.57%
# TCR(l=50): 0.796317  SpamRecall: 43.429%  SpamPrec: 96.920%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16320  96.25%
# Correctly spam:      20252  43.02%
# False positives:       635  3.75%
# False negatives:     26826  56.98%
# TCR(l=50): 0.803708  SpamRecall: 43.018%  SpamPrec: 96.960%