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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142073  22.417%  (98.031% of non-spam corpus)
# Correctly spam:     339623  53.587%  (69.474% of spam corpus)
# False positives:      2853  0.450%  (1.969% of nonspam, 288137 weighted)
# False negatives:    149227  23.546%  (30.526% of spam, 549171 weighted)
# Average score for spam:  8.8    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.7
# TOTAL:              633776  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17780  97.81%
# Correctly spam:      42516  69.67%
# False positives:       398  2.19%
# False negatives:     18513  30.33%
# TCR(l=50): 1.588759  SpamRecall: 69.665%  SpamPrec: 99.073%

##### 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: 141485  97.63%
# Correctly spam:     311407  63.70%
# False positives:      3441  2.37%
# False negatives:    177443  36.30%
# TCR(l=50): 1.398740  SpamRecall: 63.702%  SpamPrec: 98.907%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17726  97.51%
# Correctly spam:      38905  63.75%
# False positives:       452  2.49%
# False negatives:     22124  36.25%
# TCR(l=50): 1.364569  SpamRecall: 63.748%  SpamPrec: 98.852%