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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157439  47.002%  (97.749% of non-spam corpus)
# Correctly spam:     112062  33.455%  (64.441% of spam corpus)
# False positives:      3626  1.083%  (2.251% of nonspam, 117610 weighted)
# False negatives:     61836  18.461%  (35.559% of spam, 100172 weighted)
# Average score for spam:  9.7    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 1.6
# TOTAL:              334963  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19782  97.46%
# Correctly spam:      14032  64.20%
# False positives:       515  2.54%
# False negatives:      7826  35.80%
# TCR(l=50): 0.651001  SpamRecall: 64.196%  SpamPrec: 96.460%

##### 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: 157708  97.92%
# Correctly spam:      61288  35.24%
# False positives:      3357  2.08%
# False negatives:    112610  64.76%
# TCR(l=50): 0.620046  SpamRecall: 35.244%  SpamPrec: 94.807%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19840  97.75%
# Correctly spam:       7656  35.03%
# False positives:       457  2.25%
# False negatives:     14202  64.97%
# TCR(l=50): 0.589928  SpamRecall: 35.026%  SpamPrec: 94.367%