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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 305898  39.614%  (99.695% of non-spam corpus)
# Correctly spam:     342548  44.361%  (73.610% of spam corpus)
# False positives:       937  0.121%  (0.305% of nonspam,  44376 weighted)
# False negatives:    122807  15.904%  (26.390% of spam, 236160 weighted)
# Average score for spam:  8.7    nonspam: 0.5
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              772190  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38161  99.74%
# Correctly spam:      42723  73.60%
# False positives:        99  0.26%
# False negatives:     15326  26.40%
# TCR(l=50): 2.862941  SpamRecall: 73.598%  SpamPrec: 99.769%

##### 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: 297317  96.90%
# Correctly spam:     245637  52.78%
# False positives:      9518  3.10%
# False negatives:    219718  47.22%
# TCR(l=50): 0.668981  SpamRecall: 52.785%  SpamPrec: 96.270%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37102  96.97%
# Correctly spam:      30710  52.90%
# False positives:      1158  3.03%
# False negatives:     27339  47.10%
# TCR(l=50): 0.681015  SpamRecall: 52.904%  SpamPrec: 96.366%